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13432 <div·class="output_subarea·output_stream·output_stdout·output_text">13432 <div·class="output_subarea·output_stream·output_stdout·output_text">
13433 <pre>····························WLS·Regression·Results····························13433 <pre>····························WLS·Regression·Results····························
13434 ==============================================================================13434 ==============================================================================
13435 Dep.·Variable:······················y···R-squared:·······················0.40013435 Dep.·Variable:······················y···R-squared:·······················0.400
13436 Model:····························WLS···Adj.·R-squared:··················0.36713436 Model:····························WLS···Adj.·R-squared:··················0.367
13437 Method:·················Least·Squares···F-statistic:·····················193.513437 Method:·················Least·Squares···F-statistic:·····················193.5
13438 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········4.52e-1113438 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········4.52e-11
13439 Time:························11:14:26···Log-Likelihood:················-119.0613439 Time:························21:05:11···Log-Likelihood:················-119.06
13440 No.·Observations:··················20···AIC:·····························242.113440 No.·Observations:··················20···AIC:·····························242.1
13441 Df·Residuals:······················18···BIC:·····························244.113441 Df·Residuals:······················18···BIC:·····························244.1
13442 Df·Model:···························1·········································13442 Df·Model:···························1·········································
13443 Covariance·Type:··········fixed·scale·········································13443 Covariance·Type:··········fixed·scale·········································
13444 ==============================================================================13444 ==============================================================================
13445 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13445 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13446 ------------------------------------------------------------------------------13446 ------------------------------------------------------------------------------
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13528 <pre>···························Logit·Regression·Results···························13528 <pre>···························Logit·Regression·Results···························
13529 ==============================================================================13529 ==============================================================================
13530 Dep.·Variable:·················affair···No.·Observations:·················636613530 Dep.·Variable:·················affair···No.·Observations:·················6366
13531 Model:··························Logit···Df·Residuals:·····················635713531 Model:··························Logit···Df·Residuals:·····················6357
13532 Method:···························MLE···Df·Model:····························813532 Method:···························MLE···Df·Model:····························8
13533 Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:··················0.132713533 Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:··················0.1327
13534 Time:························11:13:14···Log-Likelihood:················-3471.513534 Time:························21:02:59···Log-Likelihood:················-3471.5
13535 converged:·······················True···LL-Null:·······················-4002.513535 converged:·······················True···LL-Null:·······················-4002.5
13536 ········································LLR·p-value:················5.807e-22413536 ········································LLR·p-value:················5.807e-224
13537 ===================================================================================13537 ===================================================================================
13538 ······················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13538 ······················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13539 -----------------------------------------------------------------------------------13539 -----------------------------------------------------------------------------------
13540 Intercept···········3.7257······0.299·····12.470······0.000·······3.140·······4.31113540 Intercept···········3.7257······0.299·····12.470······0.000·······3.140·······4.311
13541 occupation··········0.1602······0.034······4.717······0.000·······0.094·······0.22713541 occupation··········0.1602······0.034······4.717······0.000·······0.094·······0.227
Offset 14422, 16 lines modifiedOffset 14422, 16 lines modified
14422 <pre>··················Generalized·Linear·Model·Regression·Results···················14422 <pre>··················Generalized·Linear·Model·Regression·Results···················
14423 ================================================================================14423 ================================================================================
14424 Dep.·Variable:·····[&#39;NABOVE&#39;,·&#39;NBELOW&#39;]···No.·Observations:··················30314424 Dep.·Variable:·····[&#39;NABOVE&#39;,·&#39;NBELOW&#39;]···No.·Observations:··················303
14425 Model:······························GLM···Df·Residuals:······················28214425 Model:······························GLM···Df·Residuals:······················282
14426 Model·Family:··················Binomial···Df·Model:···························2014426 Model·Family:··················Binomial···Df·Model:···························20
14427 Link·Function:····················logit···Scale:·····························1.014427 Link·Function:····················logit···Scale:·····························1.0
14428 Method:····························IRLS···Log-Likelihood:················-2998.614428 Method:····························IRLS···Log-Likelihood:················-2998.6
14429 Date:··················Fri,·02·Oct·2020···Deviance:·······················4078.814429 Date:··················Fri,·05·Nov·2021···Deviance:·······················4078.8
14430 Time:··························11:13:17···Pearson·chi2:·····················9.6014430 Time:··························21:03:05···Pearson·chi2:·····················9.60
14431 No.·Iterations:·······················5·········································14431 No.·Iterations:·······················5·········································
14432 ============================================================================================14432 ============================================================================================
14433 ·······························coef····std·err··········z······P&gt;|z|······[0.025······0.975]14433 ·······························coef····std·err··········z······P&gt;|z|······[0.025······0.975]
14434 --------------------------------------------------------------------------------------------14434 --------------------------------------------------------------------------------------------
14435 Intercept····················2.9589······1.547······1.913······0.056······-0.073·······5.99014435 Intercept····················2.9589······1.547······1.913······0.056······-0.073·······5.990
14436 LOWINC······················-0.0168······0.000····-38.749······0.000······-0.018······-0.01614436 LOWINC······················-0.0168······0.000····-38.749······0.000······-0.018······-0.016
14437 PERASIAN·····················0.0099······0.001·····16.505······0.000·······0.009·······0.01114437 PERASIAN·····················0.0099······0.001·····16.505······0.000·······0.009·······0.011
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13487 <div·class="output_subarea·output_stream·output_stdout·output_text">13487 <div·class="output_subarea·output_stream·output_stdout·output_text">
13488 <pre>···························Logit·Regression·Results···························13488 <pre>···························Logit·Regression·Results···························
13489 ==============================================================================13489 ==============================================================================
13490 Dep.·Variable:······················y···No.·Observations:···················3213490 Dep.·Variable:······················y···No.·Observations:···················32
13491 Model:··························Logit···Df·Residuals:·······················2813491 Model:··························Logit···Df·Residuals:·······················28
13492 Method:···························MLE···Df·Model:····························313492 Method:···························MLE···Df·Model:····························3
13493 Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:··················0.374013493 Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:··················0.3740
13494 Time:························11:14:25···Log-Likelihood:················-12.89013494 Time:························21:05:06···Log-Likelihood:················-12.890
13495 converged:·······················True···LL-Null:·······················-20.59213495 converged:·······················True···LL-Null:·······················-20.592
13496 ········································LLR·p-value:··················0.00150213496 ········································LLR·p-value:··················0.001502
13497 ==============================================================================13497 ==============================================================================
13498 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13498 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13499 ------------------------------------------------------------------------------13499 ------------------------------------------------------------------------------
13500 x1·············2.8261······1.263······2.238······0.025·······0.351·······5.30113500 x1·············2.8261······1.263······2.238······0.025·······0.351·······5.301
13501 x2·············0.0952······0.142······0.672······0.501······-0.182·······0.37313501 x2·············0.0952······0.142······0.672······0.501······-0.182·······0.373
Offset 13797, 16 lines modifiedOffset 13797, 16 lines modified
13797 ·········Current·function·value:·3.09160913797 ·········Current·function·value:·3.091609
13798 ·········Iterations·1213798 ·········Iterations·12
13799 ··························Poisson·Regression·Results··························13799 ··························Poisson·Regression·Results··························
13800 ==============================================================================13800 ==============================================================================
13801 Dep.·Variable:······················y···No.·Observations:················2019013801 Dep.·Variable:······················y···No.·Observations:················20190
13802 Model:························Poisson···Df·Residuals:····················2018013802 Model:························Poisson···Df·Residuals:····················20180
13803 Method:···························MLE···Df·Model:····························913803 Method:···························MLE···Df·Model:····························9
13804 Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:·················0.0634313804 Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:·················0.06343
13805 Time:························11:14:27···Log-Likelihood:················-62420.13805 Time:························21:05:09···Log-Likelihood:················-62420.
13806 converged:·······················True···LL-Null:·······················-66647.13806 converged:·······················True···LL-Null:·······················-66647.
13807 ········································LLR·p-value:·····················0.00013807 ········································LLR·p-value:·····················0.000
13808 ==============================================================================13808 ==============================================================================
13809 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13809 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13810 ------------------------------------------------------------------------------13810 ------------------------------------------------------------------------------
13811 x1············-0.0525······0.003····-18.216······0.000······-0.058······-0.04713811 x1············-0.0525······0.003····-18.216······0.000······-0.058······-0.047
13812 x2············-0.2471······0.011····-23.272······0.000······-0.268······-0.22613812 x2············-0.2471······0.011····-23.272······0.000······-0.268······-0.226
Offset 13872, 16 lines modifiedOffset 13872, 16 lines modified
  
13872 <div·class="output_subarea·output_stream·output_stdout·output_text">13872 <div·class="output_subarea·output_stream·output_stdout·output_text">
13873 <pre>·····················NegativeBinomial·Regression·Results······················13873 <pre>·····················NegativeBinomial·Regression·Results······················
13874 ==============================================================================13874 ==============================================================================
13875 Dep.·Variable:······················y···No.·Observations:················2019013875 Dep.·Variable:······················y···No.·Observations:················20190
13876 Model:···············NegativeBinomial···Df·Residuals:····················2018013876 Model:···············NegativeBinomial···Df·Residuals:····················20180
13877 Method:···························MLE···Df·Model:····························913877 Method:···························MLE···Df·Model:····························9
13878 Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:·················0.0184513878 Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:·················0.01845
13879 Time:························11:14:29···Log-Likelihood:················-43384.13879 Time:························21:05:12···Log-Likelihood:················-43384.
13880 converged:······················False···LL-Null:·······················-44199.13880 converged:······················False···LL-Null:·······················-44199.
13881 ········································LLR·p-value:·····················0.00013881 ········································LLR·p-value:·····················0.000
13882 ==============================================================================13882 ==============================================================================
13883 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13883 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13884 ------------------------------------------------------------------------------13884 ------------------------------------------------------------------------------
13885 x1············-0.0580······0.006·····-9.517······0.000······-0.070······-0.04613885 x1············-0.0580······0.006·····-9.517······0.000······-0.070······-0.046
13886 x2············-0.2678······0.023····-11.802······0.000······-0.312······-0.22313886 x2············-0.2678······0.023····-11.802······0.000······-0.312······-0.223
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13935 <div·class="output_subarea·output_stream·output_stdout·output_text">13935 <div·class="output_subarea·output_stream·output_stdout·output_text">
13936 <pre>Warning:·Maximum·number·of·iterations·has·been·exceeded.13936 <pre>Warning:·Maximum·number·of·iterations·has·been·exceeded.
13937 ·········Current·function·value:·1.54865013937 ·········Current·function·value:·1.548650
13938 ·········Iterations:·10013938 ·········Iterations:·100
13939 ·········Function·evaluations:·10613939 ·········Function·evaluations:·106
13940 ·········Gradient·evaluations:·10613940 ·········Gradient·evaluations:·106
 13941 </pre>
 13942 </div>
 13943 </div>
  
 13944 <div·class="output_area">
  
 13945 ····<div·class="prompt"></div>
  
  
 13946 <div·class="output_subarea·output_stream·output_stderr·output_text">
 13947 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/base/model.py:496:·ConvergenceWarning:·Maximum·Likelihood·optimization·failed·to·converge.·Check·mle_retvals
 13948 ··&#34;Check·mle_retvals&#34;,·ConvergenceWarning)
 13949 </pre>
 13950 </div>
 13951 </div>
  
 13952 <div·class="output_area">
  
 13953 ····<div·class="prompt"></div>
  
  
 13954 <div·class="output_subarea·output_stream·output_stdout·output_text">
13941 ··························MNLogit·Regression·Results··························13955 <pre>··························MNLogit·Regression·Results··························
13942 ==============================================================================13956 ==============================================================================
13943 Dep.·Variable:······················y···No.·Observations:··················94413957 Dep.·Variable:······················y···No.·Observations:··················944
13944 Model:························MNLogit···Df·Residuals:······················90813958 Model:························MNLogit···Df·Residuals:······················908
13945 Method:···························MLE···Df·Model:···························3013959 Method:···························MLE···Df·Model:···························30
13946 Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:··················0.164813960 Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:··················0.1648
13947 Time:························11:14:29···Log-Likelihood:················-1461.913961 Time:························21:05:13···Log-Likelihood:················-1461.9
13948 converged:······················False···LL-Null:·······················-1750.313962 converged:······················False···LL-Null:·······················-1750.3
13949 ········································LLR·p-value:················1.827e-10213963 ········································LLR·p-value:················1.827e-102
13950 ==============================================================================13964 ==============================================================================
13951 ·······y=1·······coef····std·err··········z······P&gt;|z|······[0.025······0.975]13965 ·······y=1·······coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13952 ------------------------------------------------------------------------------13966 ------------------------------------------------------------------------------
13953 x1············-0.0116······0.034·····-0.338······0.735······-0.079·······0.05613967 x1············-0.0116······0.034·····-0.338······0.735······-0.079·······0.056
13954 x2·············0.2973······0.094······3.175······0.001·······0.114·······0.48113968 x2·············0.2973······0.094······3.175······0.001·······0.114·······0.481
Offset 14003, 26 lines modifiedOffset 14025, 14 lines modified
14003 x5·············0.1087······0.025······4.299······0.000·······0.059·······0.15814025 x5·············0.1087······0.025······4.299······0.000·······0.059·······0.158
14004 const········-12.0913······1.059····-11.415······0.000·····-14.167·····-10.01514026 const········-12.0913······1.059····-11.415······0.000·····-14.167·····-10.015
14005 ==============================================================================14027 ==============================================================================
14006 </pre>14028 </pre>
14007 </div>14029 </div>
14008 </div>14030 </div>
  
14009 <div·class="output_area"> 
  
14010 ····<div·class="prompt"></div> 
  
  
14011 <div·class="output_subarea·output_stream·output_stderr·output_text"> 
14012 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/base/model.py:496:·ConvergenceWarning:·Maximum·Likelihood·optimization·failed·to·converge.·Check·mle_retvals 
14013 ··&#34;Check·mle_retvals&#34;,·ConvergenceWarning) 
14014 </pre> 
14015 </div> 
14016 </div> 
  
14017 </div>14031 </div>
14018 </div>14032 </div>
  
14019 </div>14033 </div>
14020 ····</div>14034 ····</div>
14021 ··</div>14035 ··</div>
14022 </body>14036 </body>
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13540 <div·class="output_subarea·output_stream·output_stdout·output_text">13540 <div·class="output_subarea·output_stream·output_stdout·output_text">
13541 <pre>····························OLS·Regression·Results····························13541 <pre>····························OLS·Regression·Results····························
13542 ==============================================================================13542 ==============================================================================
13543 Dep.·Variable:················Lottery···R-squared:·······················0.33813543 Dep.·Variable:················Lottery···R-squared:·······················0.338
13544 Model:····························OLS···Adj.·R-squared:··················0.28713544 Model:····························OLS···Adj.·R-squared:··················0.287
13545 Method:·················Least·Squares···F-statistic:·····················6.63613545 Method:·················Least·Squares···F-statistic:·····················6.636
13546 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········1.07e-0513546 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········1.07e-05
13547 Time:························11:14:22···Log-Likelihood:················-375.3013547 Time:························21:05:01···Log-Likelihood:················-375.30
13548 No.·Observations:··················85···AIC:·····························764.613548 No.·Observations:··················85···AIC:·····························764.6
13549 Df·Residuals:······················78···BIC:·····························781.713549 Df·Residuals:······················78···BIC:·····························781.7
13550 Df·Model:···························6·········································13550 Df·Model:···························6·········································
13551 Covariance·Type:············nonrobust·········································13551 Covariance·Type:············nonrobust·········································
13552 ===============================================================================13552 ===============================================================================
13553 ··················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13553 ··················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13554 -------------------------------------------------------------------------------13554 -------------------------------------------------------------------------------
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13963 <div·class="output_subarea·output_stream·output_stdout·output_text">13963 <div·class="output_subarea·output_stream·output_stdout·output_text">
13964 <pre>····························OLS·Regression·Results····························13964 <pre>····························OLS·Regression·Results····························
13965 ==============================================================================13965 ==============================================================================
13966 Dep.·Variable:················Lottery···R-squared:·······················0.30913966 Dep.·Variable:················Lottery···R-squared:·······················0.309
13967 Model:····························OLS···Adj.·R-squared:··················0.28313967 Model:····························OLS···Adj.·R-squared:··················0.283
13968 Method:·················Least·Squares···F-statistic:·····················12.0613968 Method:·················Least·Squares···F-statistic:·····················12.06
13969 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········1.32e-0613969 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········1.32e-06
13970 Time:························11:14:23···Log-Likelihood:················-377.1313970 Time:························21:05:02···Log-Likelihood:················-377.13
13971 No.·Observations:··················85···AIC:·····························762.313971 No.·Observations:··················85···AIC:·····························762.3
13972 Df·Residuals:······················81···BIC:·····························772.013972 Df·Residuals:······················81···BIC:·····························772.0
13973 Df·Model:···························3·········································13973 Df·Model:···························3·········································
13974 Covariance·Type:············nonrobust·········································13974 Covariance·Type:············nonrobust·········································
13975 ===================================================================================13975 ===================================================================================
13976 ······················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13976 ······················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13977 -----------------------------------------------------------------------------------13977 -----------------------------------------------------------------------------------
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13406 ·········Iterations:·29213406 ·········Iterations:·292
13407 ·········Function·evaluations:·49413407 ·········Function·evaluations:·494
13408 ·······························MyProbit·Results·······························13408 ·······························MyProbit·Results·······························
13409 ==============================================================================13409 ==============================================================================
13410 Dep.·Variable:··················GRADE···Log-Likelihood:················-12.81913410 Dep.·Variable:··················GRADE···Log-Likelihood:················-12.819
13411 Model:·······················MyProbit···AIC:·····························33.6413411 Model:·······················MyProbit···AIC:·····························33.64
13412 Method:············Maximum·Likelihood···BIC:·····························39.5013412 Method:············Maximum·Likelihood···BIC:·····························39.50
13413 Date:················Fri,·02·Oct·2020·········································13413 Date:················Fri,·05·Nov·2021·········································
13414 Time:························11:14:21·········································13414 Time:························21:04:57·········································
13415 No.·Observations:··················32·········································13415 No.·Observations:··················32·········································
13416 Df·Residuals:······················28·········································13416 Df·Residuals:······················28·········································
13417 Df·Model:···························3·········································13417 Df·Model:···························3·········································
13418 ==============================================================================13418 ==============================================================================
13419 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13419 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13420 ------------------------------------------------------------------------------13420 ------------------------------------------------------------------------------
13421 const·········-7.4523······2.542·····-2.931······0.003·····-12.435······-2.46913421 const·········-7.4523······2.542·····-2.931······0.003·····-12.435······-2.469
Offset 13970, 16 lines modifiedOffset 13970, 16 lines modified
  
13970 <div·class="output_subarea·output_stream·output_stdout·output_text">13970 <div·class="output_subarea·output_stream·output_stdout·output_text">
13971 <pre>·································NBin·Results·································13971 <pre>·································NBin·Results·································
13972 ==============================================================================13972 ==============================================================================
13973 Dep.·Variable:····················los···Log-Likelihood:················-4797.513973 Dep.·Variable:····················los···Log-Likelihood:················-4797.5
13974 Model:···························NBin···AIC:·····························9605.13974 Model:···························NBin···AIC:·····························9605.
13975 Method:············Maximum·Likelihood···BIC:·····························9632.13975 Method:············Maximum·Likelihood···BIC:·····························9632.
13976 Date:················Fri,·02·Oct·2020·········································13976 Date:················Fri,·05·Nov·2021·········································
13977 Time:························11:14:24·········································13977 Time:························21:05:02·········································
13978 No.·Observations:················1495·········································13978 No.·Observations:················1495·········································
13979 Df·Residuals:····················1490·········································13979 Df·Residuals:····················1490·········································
13980 Df·Model:···························4·········································13980 Df·Model:···························4·········································
13981 ==============================================================================13981 ==============================================================================
13982 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13982 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13983 ------------------------------------------------------------------------------13983 ------------------------------------------------------------------------------
13984 type2··········0.2213······0.051······4.373······0.000·······0.122·······0.32013984 type2··········0.2213······0.051······4.373······0.000·······0.122·······0.320
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14036 <div·class="output_subarea·output_stream·output_stdout·output_text">14036 <div·class="output_subarea·output_stream·output_stdout·output_text">
14037 <pre>·····················NegativeBinomial·Regression·Results······················14037 <pre>·····················NegativeBinomial·Regression·Results······················
14038 ==============================================================================14038 ==============================================================================
14039 Dep.·Variable:····················los···No.·Observations:·················149514039 Dep.·Variable:····················los···No.·Observations:·················1495
14040 Model:···············NegativeBinomial···Df·Residuals:·····················149014040 Model:···············NegativeBinomial···Df·Residuals:·····················1490
14041 Method:···························MLE···Df·Model:····························414041 Method:···························MLE···Df·Model:····························4
14042 Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:·················0.0121514042 Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:·················0.01215
14043 Time:························11:14:24···Log-Likelihood:················-4797.514043 Time:························21:05:02···Log-Likelihood:················-4797.5
14044 converged:·······················True···LL-Null:·······················-4856.514044 converged:·······················True···LL-Null:·······················-4856.5
14045 ········································LLR·p-value:·················1.404e-2414045 ········································LLR·p-value:·················1.404e-24
14046 ==============================================================================14046 ==============================================================================
14047 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]14047 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
14048 ------------------------------------------------------------------------------14048 ------------------------------------------------------------------------------
14049 type2··········0.2212······0.051······4.373······0.000·······0.122·······0.32014049 type2··········0.2212······0.051······4.373······0.000·······0.122·······0.320
14050 type3··········0.7062······0.076······9.276······0.000·······0.557·······0.85514050 type3··········0.7062······0.076······9.276······0.000·······0.557·······0.855
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13493 <pre>·················Generalized·Linear·Model·Regression·Results··················13493 <pre>·················Generalized·Linear·Model·Regression·Results··················
13494 ==============================================================================13494 ==============================================================================
13495 Dep.·Variable:···········[&#39;y1&#39;,·&#39;y2&#39;]···No.·Observations:··················30313495 Dep.·Variable:···········[&#39;y1&#39;,·&#39;y2&#39;]···No.·Observations:··················303
13496 Model:····························GLM···Df·Residuals:······················28213496 Model:····························GLM···Df·Residuals:······················282
13497 Model·Family:················Binomial···Df·Model:···························2013497 Model·Family:················Binomial···Df·Model:···························20
13498 Link·Function:··················logit···Scale:·····························1.013498 Link·Function:··················logit···Scale:·····························1.0
13499 Method:··························IRLS···Log-Likelihood:················-2998.613499 Method:··························IRLS···Log-Likelihood:················-2998.6
13500 Date:················Fri,·02·Oct·2020···Deviance:·······················4078.813500 Date:················Fri,·05·Nov·2021···Deviance:·······················4078.8
13501 Time:························11:14:21···Pearson·chi2:·····················9.6013501 Time:························21:04:57···Pearson·chi2:·····················9.60
13502 No.·Iterations:·····················5·········································13502 No.·Iterations:·····················5·········································
13503 ==============================================================================13503 ==============================================================================
13504 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13504 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13505 ------------------------------------------------------------------------------13505 ------------------------------------------------------------------------------
13506 x1············-0.0168······0.000····-38.749······0.000······-0.018······-0.01613506 x1············-0.0168······0.000····-38.749······0.000······-0.018······-0.016
13507 x2·············0.0099······0.001·····16.505······0.000·······0.009·······0.01113507 x2·············0.0099······0.001·····16.505······0.000·······0.009·······0.011
13508 x3············-0.0187······0.001····-25.182······0.000······-0.020······-0.01713508 x3············-0.0187······0.001····-25.182······0.000······-0.020······-0.017
Offset 14081, 16 lines modifiedOffset 14081, 16 lines modified
14081 <pre>···················Generalized·Linear·Model·Regression·Results···················14081 <pre>···················Generalized·Linear·Model·Regression·Results···················
14082 =================================================================================14082 =================================================================================
14083 Dep.·Variable:······················y···No.·Observations:······················3214083 Dep.·Variable:······················y···No.·Observations:······················32
14084 Model:····························GLM···Df·Residuals:··························2414084 Model:····························GLM···Df·Residuals:··························24
14085 Model·Family:···················Gamma···Df·Model:·······························714085 Model·Family:···················Gamma···Df·Model:·······························7
14086 Link·Function:··········inverse_power···Scale:··············0.003584283173486279314086 Link·Function:··········inverse_power···Scale:··············0.0035842831734862793
14087 Method:··························IRLS···Log-Likelihood:···················-83.01714087 Method:··························IRLS···Log-Likelihood:···················-83.017
14088 Date:················Fri,·02·Oct·2020···Deviance:························0.08738914088 Date:················Fri,·05·Nov·2021···Deviance:························0.087389
14089 Time:························11:14:24···Pearson·chi2:······················0.086014089 Time:························21:05:04···Pearson·chi2:······················0.0860
14090 No.·Iterations:·····················4············································14090 No.·Iterations:·····················4············································
14091 ==============================================================================14091 ==============================================================================
14092 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]14092 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
14093 ------------------------------------------------------------------------------14093 ------------------------------------------------------------------------------
14094 x1··········4.962e-05···1.62e-05······3.060······0.002····1.78e-05····8.14e-0514094 x1··········4.962e-05···1.62e-05······3.060······0.002····1.78e-05····8.14e-05
14095 x2·············0.0020······0.001······3.824······0.000·······0.001·······0.00314095 x2·············0.0020······0.001······3.824······0.000·······0.001·······0.003
14096 x3·········-7.181e-05···2.71e-05·····-2.648······0.008······-0.000···-1.87e-0514096 x3·········-7.181e-05···2.71e-05·····-2.648······0.008······-0.000···-1.87e-05
Offset 14179, 16 lines modifiedOffset 14179, 16 lines modified
14179 <pre>···················Generalized·Linear·Model·Regression·Results····················14179 <pre>···················Generalized·Linear·Model·Regression·Results····················
14180 ==================================================================================14180 ==================================================================================
14181 Dep.·Variable:······················y···No.·Observations:······················10014181 Dep.·Variable:······················y···No.·Observations:······················100
14182 Model:····························GLM···Df·Residuals:···························9714182 Model:····························GLM···Df·Residuals:···························97
14183 Model·Family:················Gaussian···Df·Model:································214183 Model·Family:················Gaussian···Df·Model:································2
14184 Link·Function:····················log···Scale:··············1.0531142558807911e-0714184 Link·Function:····················log···Scale:··············1.0531142558807911e-07
14185 Method:··························IRLS···Log-Likelihood:·····················662.9214185 Method:··························IRLS···Log-Likelihood:·····················662.92
14186 Date:················Fri,·02·Oct·2020···Deviance:·······················1.0215e-0514186 Date:················Fri,·05·Nov·2021···Deviance:·······················1.0215e-05
14187 Time:························11:14:25···Pearson·chi2:·····················1.02e-0514187 Time:························21:05:04···Pearson·chi2:·····················1.02e-05
14188 No.·Iterations:·····················5·············································14188 No.·Iterations:·····················5·············································
14189 ==============================================================================14189 ==============================================================================
14190 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]14190 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
14191 ------------------------------------------------------------------------------14191 ------------------------------------------------------------------------------
14192 x1············-0.0300····5.6e-06··-5361.333······0.000······-0.030······-0.03014192 x1············-0.0300····5.6e-06··-5361.333······0.000······-0.030······-0.030
14193 x2·········-9.939e-05···1.05e-07···-951.097······0.000···-9.96e-05···-9.92e-0514193 x2·········-9.939e-05···1.05e-07···-951.097······0.000···-9.96e-05···-9.92e-05
14194 const··········1.0003···5.39e-05···1.86e+04······0.000·······1.000·······1.00014194 const··········1.0003···5.39e-05···1.86e+04······0.000·······1.000·······1.000
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13303 <tr>13303 <tr>
13304 ··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··13304 ··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··
13305 </tr>13305 </tr>
13306 <tr>13306 <tr>
13307 ··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>13307 ··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>
13308 </tr>13308 </tr>
13309 <tr>13309 <tr>
13310 ··<th>Date:</th>···········<td>Fri,·02·Oct·2020</td>·<th>··Deviance:··········</th>·<td>··380.66</td>13310 ··<th>Date:</th>···········<td>Fri,·05·Nov·2021</td>·<th>··Deviance:··········</th>·<td>··380.66</td>
13311 </tr>13311 </tr>
13312 <tr>13312 <tr>
13313 ··<th>Time:</th>···············<td>11:14:19</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·13313 ··<th>Time:</th>···············<td>21:04:54</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·
13314 </tr>13314 </tr>
13315 <tr>13315 <tr>
13316 ··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···13316 ··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···
13317 </tr>13317 </tr>
13318 </table>13318 </table>
13319 <table·class="simpletable">13319 <table·class="simpletable">
13320 <tr>13320 <tr>
Offset 13442, 18 lines modifiedOffset 13442, 18 lines modified
13442 <tr>13442 <tr>
13443 ··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··13443 ··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··
13444 </tr>13444 </tr>
13445 <tr>13445 <tr>
13446 ··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>13446 ··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>
13447 </tr>13447 </tr>
13448 <tr>13448 <tr>
13449 ··<th>Date:</th>···········<td>Fri,·02·Oct·2020</td>·<th>··Deviance:··········</th>·<td>··380.66</td>13449 ··<th>Date:</th>···········<td>Fri,·05·Nov·2021</td>·<th>··Deviance:··········</th>·<td>··380.66</td>
13450 </tr>13450 </tr>
13451 <tr>13451 <tr>
13452 ··<th>Time:</th>···············<td>11:14:19</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·13452 ··<th>Time:</th>···············<td>21:04:55</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·
13453 </tr>13453 </tr>
13454 <tr>13454 <tr>
13455 ··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···13455 ··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···
13456 </tr>13456 </tr>
13457 </table>13457 </table>
13458 <table·class="simpletable">13458 <table·class="simpletable">
13459 <tr>13459 <tr>
⊟
1.51 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/gls.html
    
Offset 13512, 16 lines modifiedOffset 13512, 16 lines modified
  
13512 <div·class="output_subarea·output_stream·output_stdout·output_text">13512 <div·class="output_subarea·output_stream·output_stdout·output_text">
13513 <pre>···························GLSAR·Regression·Results···························13513 <pre>···························GLSAR·Regression·Results···························
13514 ==============================================================================13514 ==============================================================================
13515 Dep.·Variable:······················y···R-squared:·······················0.99613515 Dep.·Variable:······················y···R-squared:·······················0.996
13516 Model:··························GLSAR···Adj.·R-squared:··················0.99213516 Model:··························GLSAR···Adj.·R-squared:··················0.992
13517 Method:·················Least·Squares···F-statistic:·····················295.213517 Method:·················Least·Squares···F-statistic:·····················295.2
13518 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········6.09e-0913518 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········6.09e-09
13519 Time:························11:14:13···Log-Likelihood:················-102.0413519 Time:························21:04:40···Log-Likelihood:················-102.04
13520 No.·Observations:··················15···AIC:·····························218.113520 No.·Observations:··················15···AIC:·····························218.1
13521 Df·Residuals:·······················8···BIC:·····························223.013521 Df·Residuals:·······················8···BIC:·····························223.0
13522 Df·Model:···························6·········································13522 Df·Model:···························6·········································
13523 Covariance·Type:············nonrobust·········································13523 Covariance·Type:············nonrobust·········································
13524 ==============================================================================13524 ==============================================================================
13525 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13525 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13526 ------------------------------------------------------------------------------13526 ------------------------------------------------------------------------------
⊟
14.7 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/markov_autoregression.html
    
Offset 13369, 18 lines modifiedOffset 13369, 18 lines modified
13369 <tr>13369 <tr>
13370 ··<th>Dep.·Variable:</th>·············<td>y</td>··········<th>··No.·Observations:··</th>····<td>131</td>··13370 ··<th>Dep.·Variable:</th>·············<td>y</td>··········<th>··No.·Observations:··</th>····<td>131</td>··
13371 </tr>13371 </tr>
13372 <tr>13372 <tr>
13373 ··<th>Model:</th>···········<td>MarkovAutoregression</td>·<th>··Log·Likelihood·····</th>·<td>-181.263</td>13373 ··<th>Model:</th>···········<td>MarkovAutoregression</td>·<th>··Log·Likelihood·····</th>·<td>-181.263</td>
13374 </tr>13374 </tr>
13375 <tr>13375 <tr>
13376 ··<th>Date:</th>··············<td>Fri,·02·Oct·2020</td>···<th>··AIC················</th>··<td>380.527</td>13376 ··<th>Date:</th>··············<td>Fri,·05·Nov·2021</td>···<th>··AIC················</th>··<td>380.527</td>
13377 </tr>13377 </tr>
13378 <tr>13378 <tr>
13379 ··<th>Time:</th>··················<td>11:14:14</td>·······<th>··BIC················</th>··<td>406.404</td>13379 ··<th>Time:</th>··················<td>21:04:43</td>·······<th>··BIC················</th>··<td>406.404</td>
13380 </tr>13380 </tr>
13381 <tr>13381 <tr>
13382 ··<th>Sample:</th>···············<td>04-01-1952</td>······<th>··HQIC···············</th>··<td>391.042</td>13382 ··<th>Sample:</th>···············<td>04-01-1952</td>······<th>··HQIC···············</th>··<td>391.042</td>
13383 </tr>13383 </tr>
13384 <tr>13384 <tr>
13385 ··<th></th>·····················<td>-·10-01-1984</td>·····<th>·····················</th>·····<td>·</td>···13385 ··<th></th>·····················<td>-·10-01-1984</td>·····<th>·····················</th>·····<td>·</td>···
13386 </tr>13386 </tr>
Offset 13684, 15 lines modifiedOffset 13684, 15 lines modified
13684 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>13684 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>
  
13685 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>13685 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>
13686 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(13686 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(
13687 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)13687 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)
13688 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·13688 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·
  
13689 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff854134a8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused13689 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff60a9b358&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused
  
13690 During·handling·of·the·above·exception,·another·exception·occurred:13690 During·handling·of·the·above·exception,·another·exception·occurred:
  
13691 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)13691 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
13692 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13692 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13693 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>13693 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>
13694 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout13694 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout
Offset 13704, 15 lines modifiedOffset 13704, 15 lines modified
13704 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>13704 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>
  
13705 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>13705 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
13706 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13706 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13707 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>13707 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>
13708 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·13708 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·
  
13709 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff854134a8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))13709 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff60a9b358&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))
  
13710 During·handling·of·the·above·exception,·another·exception·occurred:13710 During·handling·of·the·above·exception,·another·exception·occurred:
  
13711 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)13711 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)
13712 <span·class="ansi-green-fg">&lt;ipython-input-6-9e237cd253ae&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>13712 <span·class="ansi-green-fg">&lt;ipython-input-6-9e237cd253ae&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>
13713 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Get·the·dataset</span>13713 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Get·the·dataset</span>
13714 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>ew_excs·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content13714 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>ew_excs·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content
Offset 13751, 15 lines modifiedOffset 13751, 15 lines modified
13751 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13751 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13752 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·13752 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·
13753 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13753 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13754 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>13754 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>
13755 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·13755 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·
13756 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13756 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
  
13757 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff854134a8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>13757 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff60a9b358&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>
13758 </div>13758 </div>
13759 </div>13759 </div>
  
13760 </div>13760 </div>
13761 </div>13761 </div>
  
13762 </div>13762 </div>
Offset 13999, 15 lines modifiedOffset 13999, 15 lines modified
13999 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>13999 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>
  
14000 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>14000 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>
14001 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(14001 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(
14002 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)14002 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)
14003 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·14003 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·
  
14004 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff8518c0b8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused14004 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff60849400&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused
  
14005 During·handling·of·the·above·exception,·another·exception·occurred:14005 During·handling·of·the·above·exception,·another·exception·occurred:
  
14006 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)14006 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
14007 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>14007 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
14008 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>14008 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>
14009 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout14009 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout
Offset 14019, 15 lines modifiedOffset 14019, 15 lines modified
14019 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>14019 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>
  
14020 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>14020 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
14021 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>14021 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
14022 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>14022 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>
14023 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·14023 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·
  
14024 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8518c0b8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))14024 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff60849400&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))
  
14025 During·handling·of·the·above·exception,·another·exception·occurred:14025 During·handling·of·the·above·exception,·another·exception·occurred:
  
14026 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)14026 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)
14027 <span·class="ansi-green-fg">&lt;ipython-input-9-e3772af85a7a&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>14027 <span·class="ansi-green-fg">&lt;ipython-input-9-e3772af85a7a&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>
14028 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Get·the·dataset</span>14028 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Get·the·dataset</span>
14029 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>filardo·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content14029 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>filardo·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content
Offset 14066, 15 lines modifiedOffset 14066, 15 lines modified
14066 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>14066 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
14067 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·14067 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·
14068 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>14068 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
14069 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>14069 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>
14070 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·14070 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·
14071 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>14071 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
  
14072 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8518c0b8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>14072 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff60849400&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>
14073 </div>14073 </div>
14074 </div>14074 </div>
  
14075 </div>14075 </div>
14076 </div>14076 </div>
  
14077 </div>14077 </div>
⊟
4.76 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/markov_regression.html
    
Offset 13340, 18 lines modifiedOffset 13340, 18 lines modified
13340 <tr>13340 <tr>
13341 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>226</td>··13341 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>226</td>··
13342 </tr>13342 </tr>
13343 <tr>13343 <tr>
13344 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-508.636</td>13344 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-508.636</td>
13345 </tr>13345 </tr>
13346 <tr>13346 <tr>
13347 ··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>·<td>1027.272</td>13347 ··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>·<td>1027.272</td>
13348 </tr>13348 </tr>
13349 <tr>13349 <tr>
13350 ··<th>Time:</th>················<td>11:13:15</td>·····<th>··BIC················</th>·<td>1044.375</td>13350 ··<th>Time:</th>················<td>21:03:01</td>·····<th>··BIC················</th>·<td>1044.375</td>
13351 </tr>13351 </tr>
13352 <tr>13352 <tr>
13353 ··<th>Sample:</th>·············<td>07-01-1954</td>····<th>··HQIC···············</th>·<td>1034.174</td>13353 ··<th>Sample:</th>·············<td>07-01-1954</td>····<th>··HQIC···············</th>·<td>1034.174</td>
13354 </tr>13354 </tr>
13355 <tr>13355 <tr>
13356 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···13356 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···
13357 </tr>13357 </tr>
Offset 13556, 18 lines modifiedOffset 13556, 18 lines modified
13556 <tr>13556 <tr>
13557 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>225</td>··13557 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>225</td>··
13558 </tr>13558 </tr>
13559 <tr>13559 <tr>
13560 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-264.711</td>13560 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-264.711</td>
13561 </tr>13561 </tr>
13562 <tr>13562 <tr>
13563 ··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>··<td>543.421</td>13563 ··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>··<td>543.421</td>
13564 </tr>13564 </tr>
13565 <tr>13565 <tr>
13566 ··<th>Time:</th>················<td>11:13:17</td>·····<th>··BIC················</th>··<td>567.334</td>13566 ··<th>Time:</th>················<td>21:03:05</td>·····<th>··BIC················</th>··<td>567.334</td>
13567 </tr>13567 </tr>
13568 <tr>13568 <tr>
13569 ··<th>Sample:</th>·············<td>10-01-1954</td>····<th>··HQIC···············</th>··<td>553.073</td>13569 ··<th>Sample:</th>·············<td>10-01-1954</td>····<th>··HQIC···············</th>··<td>553.073</td>
13570 </tr>13570 </tr>
13571 <tr>13571 <tr>
13572 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···13572 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···
13573 </tr>13573 </tr>
Offset 13782, 18 lines modifiedOffset 13782, 18 lines modified
13782 <tr>13782 <tr>
13783 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··13783 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··
13784 </tr>13784 </tr>
13785 <tr>13785 <tr>
13786 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-229.256</td>13786 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-229.256</td>
13787 </tr>13787 </tr>
13788 <tr>13788 <tr>
13789 ··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>··<td>480.512</td>13789 ··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>··<td>480.512</td>
13790 </tr>13790 </tr>
13791 <tr>13791 <tr>
13792 ··<th>Time:</th>················<td>11:13:29</td>·····<th>··BIC················</th>··<td>517.942</td>13792 ··<th>Time:</th>················<td>21:03:26</td>·····<th>··BIC················</th>··<td>517.942</td>
13793 </tr>13793 </tr>
13794 <tr>13794 <tr>
13795 ··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>495.624</td>13795 ··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>495.624</td>
13796 </tr>13796 </tr>
13797 <tr>13797 <tr>
13798 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···13798 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···
13799 </tr>13799 </tr>
Offset 13894, 18 lines modifiedOffset 13894, 18 lines modified
13894 <tr>13894 <tr>
13895 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··13895 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··
13896 </tr>13896 </tr>
13897 <tr>13897 <tr>
13898 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-180.806</td>13898 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-180.806</td>
13899 </tr>13899 </tr>
13900 <tr>13900 <tr>
13901 ··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>··<td>399.611</td>13901 ··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>··<td>399.611</td>
13902 </tr>13902 </tr>
13903 <tr>13903 <tr>
13904 ··<th>Time:</th>················<td>11:13:30</td>·····<th>··BIC················</th>··<td>464.262</td>13904 ··<th>Time:</th>················<td>21:03:27</td>·····<th>··BIC················</th>··<td>464.262</td>
13905 </tr>13905 </tr>
13906 <tr>13906 <tr>
13907 ··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>425.713</td>13907 ··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>425.713</td>
13908 </tr>13908 </tr>
13909 <tr>13909 <tr>
13910 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···13910 ··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···
13911 </tr>13911 </tr>
Offset 14150, 18 lines modifiedOffset 14150, 18 lines modified
14150 <tr>14150 <tr>
14151 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>520</td>··14151 ··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>520</td>··
14152 </tr>14152 </tr>
14153 <tr>14153 <tr>
14154 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-745.798</td>14154 ··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-745.798</td>
14155 </tr>14155 </tr>
14156 <tr>14156 <tr>
14157 ··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>·<td>1507.595</td>14157 ··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>·<td>1507.595</td>
14158 </tr>14158 </tr>
14159 <tr>14159 <tr>
14160 ··<th>Time:</th>················<td>11:13:34</td>·····<th>··BIC················</th>·<td>1541.626</td>14160 ··<th>Time:</th>················<td>21:03:36</td>·····<th>··BIC················</th>·<td>1541.626</td>
14161 </tr>14161 </tr>
14162 <tr>14162 <tr>
14163 ··<th>Sample:</th>·············<td>05-16-2004</td>····<th>··HQIC···············</th>·<td>1520.926</td>14163 ··<th>Sample:</th>·············<td>05-16-2004</td>····<th>··HQIC···············</th>·<td>1520.926</td>
14164 </tr>14164 </tr>
14165 <tr>14165 <tr>
14166 ··<th></th>···················<td>-·04-27-2014</td>···<th>·····················</th>·····<td>·</td>···14166 ··<th></th>···················<td>-·04-27-2014</td>···<th>·····················</th>·····<td>·</td>···
14167 </tr>14167 </tr>
⊟
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13325 <div·class="output_subarea·output_stream·output_stdout·output_text">13325 <div·class="output_subarea·output_stream·output_stdout·output_text">
13326 <pre>····························OLS·Regression·Results····························13326 <pre>····························OLS·Regression·Results····························
13327 ==============================================================================13327 ==============================================================================
13328 Dep.·Variable:······················y···R-squared:·······················1.00013328 Dep.·Variable:······················y···R-squared:·······················1.000
13329 Model:····························OLS···Adj.·R-squared:··················1.00013329 Model:····························OLS···Adj.·R-squared:··················1.000
13330 Method:·················Least·Squares···F-statistic:·················4.020e+0613330 Method:·················Least·Squares···F-statistic:·················4.020e+06
13331 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):··········2.83e-23913331 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):··········2.83e-239
13332 Time:························11:14:02···Log-Likelihood:················-146.5113332 Time:························21:04:21···Log-Likelihood:················-146.51
13333 No.·Observations:·················100···AIC:·····························299.013333 No.·Observations:·················100···AIC:·····························299.0
13334 Df·Residuals:······················97···BIC:·····························306.813334 Df·Residuals:······················97···BIC:·····························306.8
13335 Df·Model:···························2·········································13335 Df·Model:···························2·········································
13336 Covariance·Type:············nonrobust·········································13336 Covariance·Type:············nonrobust·········································
13337 ==============================================================================13337 ==============================================================================
13338 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13338 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13339 ------------------------------------------------------------------------------13339 ------------------------------------------------------------------------------
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13459 <div·class="output_subarea·output_stream·output_stdout·output_text">13459 <div·class="output_subarea·output_stream·output_stdout·output_text">
13460 <pre>····························OLS·Regression·Results····························13460 <pre>····························OLS·Regression·Results····························
13461 ==============================================================================13461 ==============================================================================
13462 Dep.·Variable:······················y···R-squared:·······················0.93313462 Dep.·Variable:······················y···R-squared:·······················0.933
13463 Model:····························OLS···Adj.·R-squared:··················0.92813463 Model:····························OLS···Adj.·R-squared:··················0.928
13464 Method:·················Least·Squares···F-statistic:·····················211.813464 Method:·················Least·Squares···F-statistic:·····················211.8
13465 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········6.30e-2713465 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········6.30e-27
13466 Time:························11:14:02···Log-Likelihood:················-34.43813466 Time:························21:04:21···Log-Likelihood:················-34.438
13467 No.·Observations:··················50···AIC:·····························76.8813467 No.·Observations:··················50···AIC:·····························76.88
13468 Df·Residuals:······················46···BIC:·····························84.5213468 Df·Residuals:······················46···BIC:·····························84.52
13469 Df·Model:···························3·········································13469 Df·Model:···························3·········································
13470 Covariance·Type:············nonrobust·········································13470 Covariance·Type:············nonrobust·········································
13471 ==============================================================================13471 ==============================================================================
13472 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13472 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13473 ------------------------------------------------------------------------------13473 ------------------------------------------------------------------------------
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13718 <div·class="output_subarea·output_stream·output_stdout·output_text">13718 <div·class="output_subarea·output_stream·output_stdout·output_text">
13719 <pre>····························OLS·Regression·Results····························13719 <pre>····························OLS·Regression·Results····························
13720 ==============================================================================13720 ==============================================================================
13721 Dep.·Variable:······················y···R-squared:·······················0.97813721 Dep.·Variable:······················y···R-squared:·······················0.978
13722 Model:····························OLS···Adj.·R-squared:··················0.97613722 Model:····························OLS···Adj.·R-squared:··················0.976
13723 Method:·················Least·Squares···F-statistic:·····················671.713723 Method:·················Least·Squares···F-statistic:·····················671.7
13724 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········5.69e-3813724 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········5.69e-38
13725 Time:························11:14:03···Log-Likelihood:················-64.64313725 Time:························21:04:23···Log-Likelihood:················-64.643
13726 No.·Observations:··················50···AIC:·····························137.313726 No.·Observations:··················50···AIC:·····························137.3
13727 Df·Residuals:······················46···BIC:·····························144.913727 Df·Residuals:······················46···BIC:·····························144.9
13728 Df·Model:···························3·········································13728 Df·Model:···························3·········································
13729 Covariance·Type:············nonrobust·········································13729 Covariance·Type:············nonrobust·········································
13730 ==============================================================================13730 ==============================================================================
13731 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13731 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13732 ------------------------------------------------------------------------------13732 ------------------------------------------------------------------------------
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14030 <div·class="output_subarea·output_stream·output_stdout·output_text">14030 <div·class="output_subarea·output_stream·output_stdout·output_text">
14031 <pre>····························OLS·Regression·Results····························14031 <pre>····························OLS·Regression·Results····························
14032 ==============================================================================14032 ==============================================================================
14033 Dep.·Variable:·················TOTEMP···R-squared:·······················0.99514033 Dep.·Variable:·················TOTEMP···R-squared:·······················0.995
14034 Model:····························OLS···Adj.·R-squared:··················0.99214034 Model:····························OLS···Adj.·R-squared:··················0.992
14035 Method:·················Least·Squares···F-statistic:·····················330.314035 Method:·················Least·Squares···F-statistic:·····················330.3
14036 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········4.98e-1014036 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········4.98e-10
14037 Time:························11:14:05···Log-Likelihood:················-109.6214037 Time:························21:04:25···Log-Likelihood:················-109.62
14038 No.·Observations:··················16···AIC:·····························233.214038 No.·Observations:··················16···AIC:·····························233.2
14039 Df·Residuals:·······················9···BIC:·····························238.614039 Df·Residuals:·······················9···BIC:·····························238.6
14040 Df·Model:···························6·········································14040 Df·Model:···························6·········································
14041 Covariance·Type:············nonrobust·········································14041 Covariance·Type:············nonrobust·········································
14042 ==============================================================================14042 ==============================================================================
14043 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]14043 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
14044 ------------------------------------------------------------------------------14044 ------------------------------------------------------------------------------
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14292 <div·class="output_area">14292 <div·class="output_area">
  
14293 ····<div·class="prompt"></div>14293 ····<div·class="prompt"></div>
  
  
 14294 <div·class="output_subarea·output_stream·output_stderr·output_text">
 14295 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:309:·RuntimeWarning:·invalid·value·encountered·in·sqrt
 14296 ··return··self.results.resid·/·sigma·/·np.sqrt(1·-·hii)
 14297 /usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·greater
 14298 ··return·(self.a·&lt;·x)·&amp;·(x·&lt;·self.b)
 14299 /usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·less
 14300 ··return·(self.a·&lt;·x)·&amp;·(x·&lt;·self.b)
 14301 /usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:1821:·RuntimeWarning:·invalid·value·encountered·in·less_equal
 14302 ··cond2·=·cond0·&amp;·(x·&lt;=·self.a)
 14303 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:323:·RuntimeWarning:·invalid·value·encountered·in·sqrt
 14304 ··dffits_·=·self.resid_studentized_internal·*·np.sqrt(hii·/·(1·-·hii))
 14305 </pre>
 14306 </div>
 14307 </div>
  
 14308 <div·class="output_area">
  
 14309 ····<div·class="prompt"></div>
  
  
14294 <div·class="output_subarea·output_stream·output_stdout·output_text">14310 <div·class="output_subarea·output_stream·output_stdout·output_text">
14295 <pre>····dfb_const··dfb_GNPDEFL·······dfb_GNP·····dfb_UNEMP·····dfb_ARMED··\14311 <pre>····dfb_const··dfb_GNPDEFL·······dfb_GNP·····dfb_UNEMP·····dfb_ARMED··\
14296 0···-0.016406··-169.822675··1.673981e+06··54490.318088··51447.824036···14312 0···-0.016406··-169.822675··1.673981e+06··54490.318088··51447.824036···
14297 1···-0.020608··-187.251727··1.829990e+06··54495.312977··52659.808664···14313 1···-0.020608··-187.251727··1.829990e+06··54495.312977··52659.808664···
14298 2···-0.008382···-65.417834··1.587601e+06··52002.330476··49078.352378···14314 2···-0.008382···-65.417834··1.587601e+06··52002.330476··49078.352378···
14299 3····0.018093···288.503914··1.155359e+06··56211.331922··60350.723082···14315 3····0.018093···288.503914··1.155359e+06··56211.331922··60350.723082···
14300 4····1.871260··-171.109595··4.498197e+06··82532.785818··71034.429294···14316 4····1.871260··-171.109595··4.498197e+06··82532.785818··71034.429294···
Offset 14338, 25 lines modifiedOffset 14358, 15 lines modified
  
14338 <div·class="output_area">14358 <div·class="output_area">
  
14339 ····<div·class="prompt"></div>14359 ····<div·class="prompt"></div>
  
  
14340 <div·class="output_subarea·output_stream·output_stderr·output_text">14360 <div·class="output_subarea·output_stream·output_stderr·output_text">
14341 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:309:·RuntimeWarning:·invalid·value·encountered·in·sqrt14361 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:352:·RuntimeWarning:·invalid·value·encountered·in·sqrt
14342 ··return··self.results.resid·/·sigma·/·np.sqrt(1·-·hii) 
14343 /usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·greater 
14344 ··return·(self.a·&lt;·x)·&amp;·(x·&lt;·self.b) 
14345 /usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·less 
14346 ··return·(self.a·&lt;·x)·&amp;·(x·&lt;·self.b) 
14347 /usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:1821:·RuntimeWarning:·invalid·value·encountered·in·less_equal 
14348 ··cond2·=·cond0·&amp;·(x·&lt;=·self.a) 
14349 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:323:·RuntimeWarning:·invalid·value·encountered·in·sqrt 
14350 ··dffits_·=·self.resid_studentized_internal·*·np.sqrt(hii·/·(1·-·hii)) 
14351 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:352:·RuntimeWarning:·invalid·value·encountered·in·sqrt 
14352 ··dffits_·=·self.resid_studentized_external·*·np.sqrt(hii·/·(1·-·hii))14362 ··dffits_·=·self.resid_studentized_external·*·np.sqrt(hii·/·(1·-·hii))
14353 </pre>14363 </pre>
14354 </div>14364 </div>
14355 </div>14365 </div>
  
14356 </div>14366 </div>
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13397 ····<div·class="prompt"></div>13397 ····<div·class="prompt"></div>
  
  
  
  
13398 <div·class="output_png·output_subarea·">13398 <div·class="output_png·output_subarea·">
13399 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·104765,·SHA:·9cd9c0d7865b2d2ea28e541de6bba0fd19227bf56ff04ff31aaa62cfbe65e9bc·...·]=13399 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·104861,·SHA:·628641863767d6f9bde786b61a38c787131a49f69e94bc33c92376d9baee3d68·...·]=
13400 "13400 "
13401 >13401 >
13402 </div>13402 </div>
  
13403 </div>13403 </div>
  
13404 </div>13404 </div>
Offset 13537, 15 lines modifiedOffset 13537, 15 lines modified
  
13537 ····<div·class="prompt"></div>13537 ····<div·class="prompt"></div>
  
  
  
  
13538 <div·class="output_png·output_subarea·">13538 <div·class="output_png·output_subarea·">
13539 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·105724,·SHA:·5a97ac1faa97885db95ebbb0331480b065f891a9ef4b1929dc250c538a5c39e2·...·]13539 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·104252,·SHA:·7d97a66025e0d0e9ca72c1552d23627ef06975f2deda5cc3431c9e60e00f53c6·...·]
13540 "13540 "
13541 >13541 >
13542 </div>13542 </div>
  
13543 </div>13543 </div>
  
13544 </div>13544 </div>
Offset 13572, 15 lines modifiedOffset 13572, 15 lines modified
  
13572 ····<div·class="prompt"></div>13572 ····<div·class="prompt"></div>
  
  
  
  
13573 <div·class="output_png·output_subarea·">13573 <div·class="output_png·output_subarea·">
13574 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·102462,·SHA:·76d8254426feae2b5955921a1f04dc7a8c3d899fc0c84f3bb436e8f05f293056·...·]AAAABJRU5ErkJggg==13574 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·102706,·SHA:·73513aec90d39df2f9d84148088c8c8674c307e4a7c614226194d3ecd0463572·...·]AAAABJRU5ErkJggg==
13575 "13575 "
13576 >13576 >
13577 </div>13577 </div>
  
13578 </div>13578 </div>
  
13579 </div>13579 </div>
Offset 13809, 15 lines modifiedOffset 13809, 15 lines modified
  
13809 ····<div·class="prompt"></div>13809 ····<div·class="prompt"></div>
  
  
  
  
13810 <div·class="output_png·output_subarea·">13810 <div·class="output_png·output_subarea·">
13811 <img·src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAmcAAAHoCAYAAAAMvEiBAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsvXecJFd57/07nafDdM9096QNs6uwEkJISIhVssAGbIy4BL/XBvuKaAMWeh1usK99ea+v8XW4jq8DRpZxAIQw0djGNgYMssRi5F0kYZKkjbOTQ+ccprvP/aO6Zmt6qrqruqq6q7qf7+czn92prvDM6VN1nnoi45yDIAiCIAiCsAaOYQtAEARBEARBXIGUM4IgCIIgCAtByhlBEARBEISFIOWMIAiCIAjCQpByRhAEQRAEYSFIOSMIgiAIgrAQpJwRhIEwxoqMsatMvsb3MsbW+jz2Q4yxXzNBpocYY79k9HmJ0YAx9jbG2FdNOvc9jLGzkt+vY4x9gzFWYIz9jFlzkzH2HsbYnxt9XoIASDkjbAZjjDPGrunY9l7G2COS39/DGFtqK0prjLFPmCTLY4yxd0i3cc6DnPNLZlzPKsgttJzz+znnv2rCtd7LGHuv5Pd3MMYutL/bzzPGFjr2v5Ux9pX259uMsZ81QIbHGGMZxphX77l6XOdNjLHLjLE8Y+w0Y+xwj/3fyxjbbf+tWcbY1xhjd+q4/mXG2Cv6PPZY+9509Xt9Ddfa9wzgnJ/inF8n2eW/A3iMcx7inP+REXNT7oWIc/4bnPN3KB1DEHog5YwYKRhjbwXwZgCv4JwHAdwG4MvDlYowAsbYSwH8BoDXAZgGsATgY5LPYwA+D+BPAUQBXAPgizqveQzAPQA4gNfqOVeP6wQBfBDAuwBEAPwUgKqKQz/RnudxAF8F8BnGGNN4bdMVqgGzCOC7wxaCIPRAyhkxarwYwBc45xcBgHO+xTn/gNLObWvBzzHGvsUYyzHGPsEY87U/m2KM/QNjLNG2nPyDaM1gjP06hEX7j9uWiz9ub997q2eMhRljD7ePX2aM/U/GmKP92dsYY19ljP1u+9xLjLFXSeR6O2Ps2bZr5hJj7CfVDgBj7HrG2D8zxtKMsbOMsTd02fc/MMb+XWJ5uUny2RHG2Gfa8qcYY3/MGHsegIcA3ClabNr77nOXMsbe2bZwpRljn5VauNpjdD9j7H[·...·truncated·by·diffoscope;·len:·83069,·SHA:·e9269caaff87f4d5b278d58c9920d5b49a0db4484d3065d0ae1829c294e69648·...·]AAAAASUVORK5CYII=13811 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·83197,·SHA:·de3947422b8786ba2444fb4f2c60dba2fbd1bd922676628347dc368255706906·...·]AAAAASUVORK5CYII=
13812 "13812 "
13813 >13813 >
13814 </div>13814 </div>
  
13815 </div>13815 </div>
  
13816 </div>13816 </div>
Offset 13890, 15 lines modifiedOffset 13890, 15 lines modified
  
13890 ····<div·class="prompt"></div>13890 ····<div·class="prompt"></div>
  
  
  
  
13891 <div·class="output_png·output_subarea·">13891 <div·class="output_png·output_subarea·">
13892 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·86152,·SHA:·72a529295cf271326580f674218c31fc9aea93bdbc337c188d22c3807617652a·...·]AAAAAElFTkSuQmCC13892 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·86088,·SHA:·7dae9846766083d300b658e70f53f37b44bf0731a3f8ec3839018c41c49f62bc·...·]AAAAAElFTkSuQmCC
13893 "13893 "
13894 >13894 >
13895 </div>13895 </div>
  
13896 </div>13896 </div>
  
13897 </div>13897 </div>
⊟
43.6 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/predict.html
    
Offset 13297, 35 lines modifiedOffset 13297, 35 lines modified
  
13297 ····<div·class="prompt"></div>13297 ····<div·class="prompt"></div>
  
  
13298 <div·class="output_subarea·output_stream·output_stdout·output_text">13298 <div·class="output_subarea·output_stream·output_stdout·output_text">
13299 <pre>····························OLS·Regression·Results····························13299 <pre>····························OLS·Regression·Results····························
13300 ==============================================================================13300 ==============================================================================
13301 Dep.·Variable:······················y···R-squared:·······················0.98813301 Dep.·Variable:······················y···R-squared:·······················0.976
13302 Model:····························OLS···Adj.·R-squared:··················0.98713302 Model:····························OLS···Adj.·R-squared:··················0.974
13303 Method:·················Least·Squares···F-statistic:·····················1291.13303 Method:·················Least·Squares···F-statistic:·····················615.7
13304 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········2.17e-4413304 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········4.01e-37
13305 Time:························11:13:55···Log-Likelihood:·················8.372713305 Time:························21:04:07···Log-Likelihood:················-8.4370
13306 No.·Observations:··················50···AIC:····························-8.74513306 No.·Observations:··················50···AIC:·····························24.87
13307 Df·Residuals:······················46···BIC:····························-1.09713307 Df·Residuals:······················46···BIC:·····························32.52
13308 Df·Model:···························3·········································13308 Df·Model:···························3·········································
13309 Covariance·Type:············nonrobust·········································13309 Covariance·Type:············nonrobust·········································
13310 ==============================================================================13310 ==============================================================================
13311 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13311 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13312 ------------------------------------------------------------------------------13312 ------------------------------------------------------------------------------
13313 const··········4.9640······0.073·····68.255······0.000·······4.818·······5.11013313 const··········4.9742······0.102·····48.868······0.000·······4.769·······5.179
13314 x1·············0.5095······0.011·····45.429······0.000·······0.487·······0.53213314 x1·············0.4999······0.016·····31.841······0.000·······0.468·······0.531
13315 x2·············0.4391······0.044······9.959······0.000·······0.350·······0.52813315 x2·············0.5041······0.062······8.169······0.000·······0.380·······0.628
13316 x3············-0.0204······0.001····-20.720······0.000······-0.022······-0.01813316 x3············-0.0206······0.001····-14.960······0.000······-0.023······-0.018
13317 ==============================================================================13317 ==============================================================================
13318 Omnibus:························0.895···Durbin-Watson:···················2.13413318 Omnibus:························0.920···Durbin-Watson:···················2.224
13319 Prob(Omnibus):··················0.639···Jarque-Bera·(JB):················0.61413319 Prob(Omnibus):··················0.631···Jarque-Bera·(JB):················0.973
13320 Skew:··························-0.271···Prob(JB):························0.73613320 Skew:···························0.290···Prob(JB):························0.615
13321 Kurtosis:·······················2.980···Cond.·No.·························221.13321 Kurtosis:·······················2.640···Cond.·No.·························221.
13322 ==============================================================================13322 ==============================================================================
  
13323 Warnings:13323 Warnings:
13324 [1]·Standard·Errors·assume·that·the·covariance·matrix·of·the·errors·is·correctly·specified.13324 [1]·Standard·Errors·assume·that·the·covariance·matrix·of·the·errors·is·correctly·specified.
13325 </pre>13325 </pre>
13326 </div>13326 </div>
13327 </div>13327 </div>
Offset 13360, 23 lines modifiedOffset 13360, 23 lines modified
  
13360 <div·class="output_area">13360 <div·class="output_area">
  
13361 ····<div·class="prompt"></div>13361 ····<div·class="prompt"></div>
  
  
13362 <div·class="output_subarea·output_stream·output_stdout·output_text">13362 <div·class="output_subarea·output_stream·output_stdout·output_text">
13363 <pre>[·4.4538439···4.91600826··5.34273695··5.71009815··6.00279693··6.2166881 
13364 ··6.35945734··6.44935838··6.51221403··6.57717351··6.67192335··6.81813858 
13365 ··7.02792155··7.30181356··7.62870595··7.9876652···8.35137223··8.69061089 
13366 ··8.97906806··9.19765684··9.33765245··9.40212571··9.4054385···9.37088415 
13367 ··9.3268604···9.30220376··9.32145171··9.40081131··9.54549638··9.74887092 
13368 ··9.99353936·10.25420462·10.50182435·10.70838248·10.85149223·10.91807413 
13369 ·10.90650499·10.82688458·10.69937625·10.55089414·10.41068129·10.30550509 
13370 ·10.25525944·10.26969629·10.34682336·10.47323152·10.62629785·10.77790252 
13371 ·10.89904881·10.96462716]13363 <pre>[·4.45873786··4.94358929··5.38869467··5.76657988··6.05968604··6.26325445
 13364 ··6.38610837··6.4492034···6.48218458··6.51851572··6.58998143··6.72146503
 13365 ··6.92686021··7.20678841··7.54849668··7.92795299··8.31379455··8.67248074
 13366 ··8.97380361··9.19585109··9.32860697··9.37559661··9.35330769··9.28848137
 13367 ··9.21371874··9.1621246···9.16186843··9.23155619··9.37717344··9.59110195
 13368 ··9.85337129·10.13493999·10.40246692·10.62378914·10.77320624·10.83570278
 13369 ·10.80941529·10.7059385··10.54842025·10.36775847·10.19752468·10.06844829
 13370 ·10.00336785·10.01347874·10.09649383·10.23701919·10.40908332·10.58040416
 13371 ·10.71769297·10.79212355]
13372 </pre>13372 </pre>
13373 </div>13373 </div>
13374 </div>13374 </div>
  
13375 </div>13375 </div>
13376 </div>13376 </div>
  
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13410 <div·class="output_area">13410 <div·class="output_area">
  
13411 ····<div·class="prompt"></div>13411 ····<div·class="prompt"></div>
  
  
13412 <div·class="output_subarea·output_stream·output_stdout·output_text">13412 <div·class="output_subarea·output_stream·output_stdout·output_text">
13413 <pre>[10.94505582·10.80811007·10.57101065·10.27300146··9.96574126··9.70065581 
13414 ··9.51634707··9.42914208··9.42909553··9.48242472]13413 <pre>[10.7698824··10.61429607·10.34513427·10.00744966··9.6605474···9.36346516
 13414 ··9.16051865··9.07045159··9.08184661··9.15592056]
13415 </pre>13415 </pre>
13416 </div>13416 </div>
13417 </div>13417 </div>
  
13418 </div>13418 </div>
13419 </div>13419 </div>
  
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13457 ····<div·class="prompt"></div>13457 ····<div·class="prompt"></div>
  
  
  
  
13458 <div·class="output_png·output_subarea·">13458 <div·class="output_png·output_subarea·">
13459 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·17633,·SHA:·41aa2fcd3d88d2309d4df7ea2c522ee3dfb1f9ecb6767637ea859ed7e96a2487·...·]=13459 <img·src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAXQAAAD8CAYAAABn919SAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzt3Xt8zfUfwPHXZ2ebbW7DRmzJNSJjs1zSBXPLJUOJfimpEAqFphv6VRTlRym6kFwKYYRCLhVC04jckkvMbc1tbLPL+fz++G7a5ux6zs7ZOXs/H489zNn3nO/768z7fL6fz/vz+SitNUIIIZyfm6MDEEIIYRuS0IUQwkVIQhdCCBchCV0IIVyEJHQhhHARktCFEMJFSEIXQggXIQldCCFchCR0IYRwEe72PJmfn5+uUaOGPU8phBBOb9euXf9orf3zOs6uCb1GjRpERUXZ85RCCOH0lFIn8nOcdLkIIYSLkIQuhBAuQhK6EEK4CLv2oVuSkpLCqVOnSEpKcnQoIh+8vLwIDAzEw8PD0aEIIbJxeEI/deoUZcuWpUaNGiilHB2OyIXWmri4OE6dOkXNmjUdHY4QIhuHJ/SkpCRJ5k5CKUWlSpWIjY11dChOKTI6hslrD3H6UiLVfL0Z3bEe4cEBjg5LuJA8+9CVUrOVUueVUvsyPfawUuoPpZRZKRVqbRCSzJ2HvFeFExkdw9hle4m5lIgGYi4lMnbZXiKjYxwdmnAh+RkU/QLolO2xfUBP4CdbBySEK5q89hCJKWlZHktMSWPy2kMOiki4ojwTutb6J+BCtscOaK1d5jfRZDLRpEkTGjZsSOPGjXn//fcxm825Puf48eMsXLjQThEKZ3f6UmKBHheiMIq8bFEpNVApFaWUirJF32tkdAytJm2kZsRqWk3aaJNbVm9vb3bv3s0ff/zB+vXrWbNmDRMmTMj1OZLQRUFU8/Uu0OOuSmvYuBEuXMj7WFFwRZ7QtdafaK1Dtdah/v55LkWQK3v0Q1auXJlPPvmEDz/8EK01x48f59577yUkJISQkBC2bdsGQEREBD///DNNmjRh6tSpOR4nSqbsDY829f3x9jBlOcbbw8TojvUcFKF9mc2wbBk0bw5hYfDpp46OyDU5vMqlIHLrh7RltUCtWrUwm82cP3+eypUrs379ery8vPjzzz/p27cvUVFRTJo0iSlTprBq1SoAEhISLB[·...·truncated·by·diffoscope;·len:·17877,·SHA:·8f644c10ee728672920af3a07f713ddcf77810b733e9be928de53f2a6870c557·...·]=
13460 "13460 "
13461 >13461 >
13462 </div>13462 </div>
  
13463 </div>13463 </div>
  
13464 </div>13464 </div>
Offset 13532, 18 lines modifiedOffset 13532, 18 lines modified
  
13532 ····<div·class="prompt·output_prompt">Out[8]:</div>13532 ····<div·class="prompt·output_prompt">Out[8]:</div>
  
  
  
  
13533 <div·class="output_text·output_subarea·output_execute_result">13533 <div·class="output_text·output_subarea·output_execute_result">
13534 <pre>Intercept···········4.96397613534 <pre>Intercept···········4.974245
13535 x1··················0.50954713535 x1··················0.499860
13536 np.sin(x1)··········0.43912313536 np.sin(x1)··········0.504121
13537 I((x1·-·5)·**·2)···-0.02040513537 I((x1·-·5)·**·2)···-0.020620
13538 dtype:·float64</pre>13538 dtype:·float64</pre>
13539 </div>13539 </div>
  
13540 </div>13540 </div>
  
13541 </div>13541 </div>
13542 </div>13542 </div>
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./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/quantile_regression.html
    
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13357 <div·class="output_subarea·output_stream·output_stdout·output_text">13357 <div·class="output_subarea·output_stream·output_stdout·output_text">
13358 <pre>·························QuantReg·Regression·Results··························13358 <pre>·························QuantReg·Regression·Results··························
13359 ==============================================================================13359 ==============================================================================
13360 Dep.·Variable:················foodexp···Pseudo·R-squared:···············0.620613360 Dep.·Variable:················foodexp···Pseudo·R-squared:···············0.6206
13361 Model:·······················QuantReg···Bandwidth:·······················64.5113361 Model:·······················QuantReg···Bandwidth:·······················64.51
13362 Method:·················Least·Squares···Sparsity:························209.313362 Method:·················Least·Squares···Sparsity:························209.3
13363 Date:················Fri,·02·Oct·2020···No.·Observations:··················23513363 Date:················Fri,·05·Nov·2021···No.·Observations:··················235
13364 Time:························11:13:54···Df·Residuals:······················23313364 Time:························21:04:06···Df·Residuals:······················233
13365 ········································Df·Model:····························113365 ········································Df·Model:····························1
13366 ==============================================================================13366 ==============================================================================
13367 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13367 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13368 ------------------------------------------------------------------------------13368 ------------------------------------------------------------------------------
13369 Intercept·····81.4823·····14.634······5.568······0.000······52.649·····110.31513369 Intercept·····81.4823·····14.634······5.568······0.000······52.649·····110.315
13370 income·········0.5602······0.013·····42.516······0.000·······0.534·······0.58613370 income·········0.5602······0.013·····42.516······0.000·······0.534·······0.586
13371 ==============================================================================13371 ==============================================================================
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13352 <div·class="output_subarea·output_stream·output_stdout·output_text">13352 <div·class="output_subarea·output_stream·output_stdout·output_text">
13353 <pre>···························Statespace·Model·Results···························13353 <pre>···························Statespace·Model·Results···························
13354 ==============================================================================13354 ==============================================================================
13355 Dep.·Variable:·······WORLDCONSUMPTION···No.·Observations:···················2513355 Dep.·Variable:·······WORLDCONSUMPTION···No.·Observations:···················25
13356 Model:····················RecursiveLS···Log·Likelihood················-153.73713356 Model:····················RecursiveLS···Log·Likelihood················-153.737
13357 Date:················Fri,·02·Oct·2020···AIC····························317.47413357 Date:················Fri,·05·Nov·2021···AIC····························317.474
13358 Time:························11:13:53···BIC····························323.56813358 Time:························21:04:06···BIC····························323.568
13359 Sample:····················01-01-1951···HQIC···························319.16413359 Sample:····················01-01-1951···HQIC···························319.164
13360 ·························-·01-01-1975·········································13360 ·························-·01-01-1975·········································
13361 Covariance·Type:············nonrobust·········································13361 Covariance·Type:············nonrobust·········································
13362 ==================================================================================13362 ==================================================================================
13363 ·····················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13363 ·····················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13364 ----------------------------------------------------------------------------------13364 ----------------------------------------------------------------------------------
13365 const··········-6513.9911···2367.691·····-2.751······0.006···-1.12e+04···-1873.40113365 const··········-6513.9911···2367.691·····-2.751······0.006···-1.12e+04···-1873.401
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13263 <pre>····························OLS·Regression·Results····························13263 <pre>····························OLS·Regression·Results····························
13264 ==============================================================================13264 ==============================================================================
13265 Dep.·Variable:················Lottery···R-squared:·······················0.34813265 Dep.·Variable:················Lottery···R-squared:·······················0.348
13266 Model:····························OLS···Adj.·R-squared:··················0.33313266 Model:····························OLS···Adj.·R-squared:··················0.333
13267 Method:·················Least·Squares···F-statistic:·····················22.2013267 Method:·················Least·Squares···F-statistic:·····················22.20
13268 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········1.90e-0813268 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········1.90e-08
13269 Time:························11:13:14···Log-Likelihood:················-379.8213269 Time:························21:03:00···Log-Likelihood:················-379.82
13270 No.·Observations:··················86···AIC:·····························765.613270 No.·Observations:··················86···AIC:·····························765.6
13271 Df·Residuals:······················83···BIC:·····························773.013271 Df·Residuals:······················83···BIC:·····························773.0
13272 Df·Model:···························2·········································13272 Df·Model:···························2·········································
13273 Covariance·Type:············nonrobust·········································13273 Covariance·Type:············nonrobust·········································
13274 ===================================================================================13274 ===================================================================================
13275 ······················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13275 ······················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13276 -----------------------------------------------------------------------------------13276 -----------------------------------------------------------------------------------
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13411 <pre>····························OLS·Regression·Results····························13411 <pre>····························OLS·Regression·Results····························
13412 ==============================================================================13412 ==============================================================================
13413 Dep.·Variable:···············prestige···R-squared:·······················0.82813413 Dep.·Variable:···············prestige···R-squared:·······················0.828
13414 Model:····························OLS···Adj.·R-squared:··················0.82013414 Model:····························OLS···Adj.·R-squared:··················0.820
13415 Method:·················Least·Squares···F-statistic:·····················101.213415 Method:·················Least·Squares···F-statistic:·····················101.2
13416 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········8.65e-1713416 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········8.65e-17
13417 Time:························11:13:49···Log-Likelihood:················-178.9813417 Time:························21:04:00···Log-Likelihood:················-178.98
13418 No.·Observations:··················45···AIC:·····························364.013418 No.·Observations:··················45···AIC:·····························364.0
13419 Df·Residuals:······················42···BIC:·····························369.413419 Df·Residuals:······················42···BIC:·····························369.4
13420 Df·Model:···························2·········································13420 Df·Model:···························2·········································
13421 Covariance·Type:············nonrobust·········································13421 Covariance·Type:············nonrobust·········································
13422 ==============================================================================13422 ==============================================================================
13423 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13423 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13424 ------------------------------------------------------------------------------13424 ------------------------------------------------------------------------------
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13640 <pre>····························OLS·Regression·Results····························13640 <pre>····························OLS·Regression·Results····························
13641 ==============================================================================13641 ==============================================================================
13642 Dep.·Variable:···············prestige···R-squared:·······················0.87613642 Dep.·Variable:···············prestige···R-squared:·······················0.876
13643 Model:····························OLS···Adj.·R-squared:··················0.87013643 Model:····························OLS···Adj.·R-squared:··················0.870
13644 Method:·················Least·Squares···F-statistic:·····················138.113644 Method:·················Least·Squares···F-statistic:·····················138.1
13645 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········2.02e-1813645 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········2.02e-18
13646 Time:························11:13:54···Log-Likelihood:················-160.5913646 Time:························21:04:07···Log-Likelihood:················-160.59
13647 No.·Observations:··················42···AIC:·····························327.213647 No.·Observations:··················42···AIC:·····························327.2
13648 Df·Residuals:······················39···BIC:·····························332.413648 Df·Residuals:······················39···BIC:·····························332.4
13649 Df·Model:···························2·········································13649 Df·Model:···························2·········································
13650 Covariance·Type:············nonrobust·········································13650 Covariance·Type:············nonrobust·········································
13651 ==============================================================================13651 ==============================================================================
13652 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13652 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13653 ------------------------------------------------------------------------------13653 ------------------------------------------------------------------------------
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14017 <div·class="output_subarea·output_stream·output_stdout·output_text">14017 <div·class="output_subarea·output_stream·output_stdout·output_text">
14018 <pre>····························OLS·Regression·Results····························14018 <pre>····························OLS·Regression·Results····························
14019 ==============================================================================14019 ==============================================================================
14020 Dep.·Variable:·················murder···R-squared:·······················0.81314020 Dep.·Variable:·················murder···R-squared:·······················0.813
14021 Model:····························OLS···Adj.·R-squared:··················0.79714021 Model:····························OLS···Adj.·R-squared:··················0.797
14022 Method:·················Least·Squares···F-statistic:·····················50.0814022 Method:·················Least·Squares···F-statistic:·····················50.08
14023 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········3.42e-1614023 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········3.42e-16
14024 Time:························11:14:03···Log-Likelihood:················-95.05014024 Time:························21:04:23···Log-Likelihood:················-95.050
14025 No.·Observations:··················51···AIC:·····························200.114025 No.·Observations:··················51···AIC:·····························200.1
14026 Df·Residuals:······················46···BIC:·····························209.814026 Df·Residuals:······················46···BIC:·····························209.8
14027 Df·Model:···························4·········································14027 Df·Model:···························4·········································
14028 Covariance·Type:············nonrobust·········································14028 Covariance·Type:············nonrobust·········································
14029 ==============================================================================14029 ==============================================================================
14030 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]14030 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
14031 ------------------------------------------------------------------------------14031 ------------------------------------------------------------------------------
Offset 14283, 16 lines modifiedOffset 14283, 16 lines modified
14283 ==============================================================================14283 ==============================================================================
14284 Dep.·Variable:·················murder···No.·Observations:···················5114284 Dep.·Variable:·················murder···No.·Observations:···················51
14285 Model:····························RLM···Df·Residuals:·······················4614285 Model:····························RLM···Df·Residuals:·······················46
14286 Method:··························IRLS···Df·Model:····························414286 Method:··························IRLS···Df·Model:····························4
14287 Norm:···················TukeyBiweight·········································14287 Norm:···················TukeyBiweight·········································
14288 Scale·Est.:·······················mad·········································14288 Scale·Est.:·······················mad·········································
14289 Cov·Type:··························H1·········································14289 Cov·Type:··························H1·········································
14290 Date:················Fri,·02·Oct·2020·········································14290 Date:················Fri,·05·Nov·2021·········································
14291 Time:························11:14:10·········································14291 Time:························21:04:36·········································
14292 No.·Iterations:····················50·········································14292 No.·Iterations:····················50·········································
14293 ==============================================================================14293 ==============================================================================
14294 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]14294 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
14295 ------------------------------------------------------------------------------14295 ------------------------------------------------------------------------------
14296 Intercept·····-4.2986······9.494·····-0.453······0.651·····-22.907······14.31014296 Intercept·····-4.2986······9.494·····-0.453······0.651·····-22.907······14.310
14297 urban··········0.0029······0.012······0.241······0.809······-0.021·······0.02714297 urban··········0.0029······0.012······0.241······0.809······-0.021·······0.027
14298 poverty········0.2753······0.110······2.499······0.012·······0.059·······0.49114298 poverty········0.2753······0.110······2.499······0.012·······0.059·······0.491
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13325 ==============================================================================13325 ==============================================================================
13326 Dep.·Variable:······················y···No.·Observations:···················2113326 Dep.·Variable:······················y···No.·Observations:···················21
13327 Model:····························RLM···Df·Residuals:·······················1713327 Model:····························RLM···Df·Residuals:·······················17
13328 Method:··························IRLS···Df·Model:····························313328 Method:··························IRLS···Df·Model:····························3
13329 Norm:··························HuberT·········································13329 Norm:··························HuberT·········································
13330 Scale·Est.:·······················mad·········································13330 Scale·Est.:·······················mad·········································
13331 Cov·Type:··························H1·········································13331 Cov·Type:··························H1·········································
13332 Date:················Fri,·02·Oct·2020·········································13332 Date:················Fri,·05·Nov·2021·········································
13333 Time:························11:13:46·········································13333 Time:························21:03:57·········································
13334 No.·Iterations:····················19·········································13334 No.·Iterations:····················19·········································
13335 ==============================================================================13335 ==============================================================================
13336 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13336 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13337 ------------------------------------------------------------------------------13337 ------------------------------------------------------------------------------
13338 var_0········-41.0265······9.792·····-4.190······0.000·····-60.218·····-21.83513338 var_0········-41.0265······9.792·····-4.190······0.000·····-60.218·····-21.835
13339 var_1··········0.8294······0.111······7.472······0.000·······0.612·······1.04713339 var_1··········0.8294······0.111······7.472······0.000·······0.612·······1.047
13340 var_2··········0.9261······0.303······3.057······0.002·······0.332·······1.52013340 var_2··········0.9261······0.303······3.057······0.002·······0.332·······1.520
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13494 ····<div·class="prompt"></div>13494 ····<div·class="prompt"></div>
  
  
13495 <div·class="output_subarea·output_stream·output_stdout·output_text">13495 <div·class="output_subarea·output_stream·output_stdout·output_text">
13496 <pre>[·5.18221962··0.52133319·-0.01372236] 
13497 [0.47163353·0.07281385·0.0064429·] 
13498 [·4.83916074··5.10567331··5.36761366··5.6249818···5.87777772··6.12600143 
13499 ··6.36965293··6.60873222··6.84323929··7.07317415··7.29853679··7.51932722 
13500 ··7.73554544··7.94719145··8.15426524··8.35676682··8.55469618··8.74805334 
13501 ··8.93683827··9.121051····9.30069151··9.47575981··9.6462559···9.81217977 
13502 ··9.97353143·10.13031087·10.2825181··10.43015312·10.57321593·10.71170652 
13503 ·10.8456249··10.97497106·11.09974502·11.21994675·11.33557628·11.44663359 
13504 ·11.55311869·11.65503158·11.75237225·11.84514071·11.93333695·12.01696099 
13505 ·12.09601281·12.17049241·12.2403998··12.30573498·12.36649795·12.4226887 
13506 ·12.47430724·12.52135357]13496 <pre>[·5.22541902··0.50017958·-0.01219962]
 13497 [0.46757442·0.07218718·0.00638745]
 13498 [·4.92042848··5.17234536··5.42019739··5.66398458··5.90370692··6.13936441
 13499 ··6.37095706··6.59848486··6.82194781··7.04134592··7.25667918··7.46794759
 13500 ··7.67515116··7.87828987··8.07736374··8.27237277··8.46331695··8.65019628
 13501 ··8.83301076··9.0117604···9.18644519··9.35706513··9.52362022··9.68611047
 13502 ··9.84453587··9.99889643·10.14919213·10.295423···10.43758901·10.57569018
 13503 ·10.7097265··10.83969797·10.96560459·11.08744637·11.2052233··11.31893539
 13504 ·11.42858263·11.53416502·11.63568256·11.73313526·11.82652311·11.91584611
 13505 ·12.00110427·12.08229758·12.15942604·12.23248966·12.30148842·12.36642235
 13506 ·12.42729142·12.48409565]
13507 </pre>13507 </pre>
13508 </div>13508 </div>
13509 </div>13509 </div>
  
13510 </div>13510 </div>
13511 </div>13511 </div>
  
Offset 13544, 16 lines modifiedOffset 13544, 16 lines modified
  
13544 <div·class="output_area">13544 <div·class="output_area">
  
13545 ····<div·class="prompt"></div>13545 ····<div·class="prompt"></div>
  
  
13546 <div·class="output_subarea·output_stream·output_stdout·output_text">13546 <div·class="output_subarea·output_stream·output_stdout·output_text">
13547 <pre>[·5.11061738e+00··5.08110103e-01·-3.11844580e-03] 
13548 [0.13343147·0.02060002·0.00182278]13547 <pre>[·5.13485322e+00··4.87667827e-01·-1.28397067e-03]
 13548 [0.13501742·0.02084487·0.00184445]
13549 </pre>13549 </pre>
13550 </div>13550 </div>
13551 </div>13551 </div>
  
13552 </div>13552 </div>
13553 </div>13553 </div>
  
Offset 13595, 28 lines modifiedOffset 13595, 28 lines modified
  
13595 ····<div·class="prompt·output_prompt">Out[9]:</div>13595 ····<div·class="prompt·output_prompt">Out[9]:</div>
  
  
  
  
13596 <div·class="output_text·output_subarea·output_execute_result">13596 <div·class="output_text·output_subarea·output_execute_result">
13597 <pre>&lt;matplotlib.legend.Legend·at·0xffff79bbab70&gt;</pre>13597 <pre>&lt;matplotlib.legend.Legend·at·0xffff6c228c88&gt;</pre>
13598 </div>13598 </div>
  
13599 </div>13599 </div>
  
13600 <div·class="output_area">13600 <div·class="output_area">
  
13601 ····<div·class="prompt"></div>13601 ····<div·class="prompt"></div>
  
  
  
  
13602 <div·class="output_png·output_subarea·">13602 <div·class="output_png·output_subarea·">
13603 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·50970,·SHA:·ddbf0955e68b0f62efb02e023b2a594266b51712db6975487caa5ac6a1b58a6d·...·]13603 <img·src="data:image/png;base64,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[·...·truncated·by·diffoscope;·len:·50274,·SHA:·b08e40064bdda15e634238b001f4c0e210ce80b5304d3b8bc82a93fade32ece0·...·]
13604 "13604 "
13605 >13605 >
13606 </div>13606 </div>
  
13607 </div>13607 </div>
  
13608 </div>13608 </div>
Offset 13652, 16 lines modifiedOffset 13652, 16 lines modified
  
13652 <div·class="output_area">13652 <div·class="output_area">
  
13653 ····<div·class="prompt"></div>13653 ····<div·class="prompt"></div>
  
  
13654 <div·class="output_subarea·output_stream·output_stdout·output_text">13654 <div·class="output_subarea·output_stream·output_stdout·output_text">
13655 <pre>[5.73531455·0.38410964] 
13656 [0.40794507·0.0351502·]13655 <pre>[5.71713848·0.37818336]
 13656 [0.40093318·0.03454602]
13657 </pre>13657 </pre>
13658 </div>13658 </div>
13659 </div>13659 </div>
  
13660 </div>13660 </div>
13661 </div>13661 </div>
  
Offset 13694, 16 lines modifiedOffset 13694, 16 lines modified
  
13694 <div·class="output_area">13694 <div·class="output_area">
  
13695 ····<div·class="prompt"></div>13695 ····<div·class="prompt"></div>
  
  
13696 <div·class="output_subarea·output_stream·output_stdout·output_text">13696 <div·class="output_subarea·output_stream·output_stdout·output_text">
13697 <pre>[5.23865534·0.47905179] 
13698 [0.11132978·0.00959262]13697 <pre>[5.1803101··0.47672433]
Max diff block lines reached; 74808/183078 bytes (40.86%) of diff not shown.
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2.97 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/robust_models_1.html
    
Offset 14764, 16 lines modifiedOffset 14764, 16 lines modified
  
14764 <div·class="output_subarea·output_stream·output_stdout·output_text">14764 <div·class="output_subarea·output_stream·output_stdout·output_text">
14765 <pre>····························OLS·Regression·Results····························14765 <pre>····························OLS·Regression·Results····························
14766 ==============================================================================14766 ==============================================================================
14767 Dep.·Variable:···············prestige···R-squared:·······················0.82814767 Dep.·Variable:···············prestige···R-squared:·······················0.828
14768 Model:····························OLS···Adj.·R-squared:··················0.82014768 Model:····························OLS···Adj.·R-squared:··················0.820
14769 Method:·················Least·Squares···F-statistic:·····················101.214769 Method:·················Least·Squares···F-statistic:·····················101.2
14770 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········8.65e-1714770 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········8.65e-17
14771 Time:························11:13:23···Log-Likelihood:················-178.9814771 Time:························21:03:13···Log-Likelihood:················-178.98
14772 No.·Observations:··················45···AIC:·····························364.014772 No.·Observations:··················45···AIC:·····························364.0
14773 Df·Residuals:······················42···BIC:·····························369.414773 Df·Residuals:······················42···BIC:·····························369.4
14774 Df·Model:···························2·········································14774 Df·Model:···························2·········································
14775 Covariance·Type:············nonrobust·········································14775 Covariance·Type:············nonrobust·········································
14776 ==============================================================================14776 ==============================================================================
14777 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]14777 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
14778 ------------------------------------------------------------------------------14778 ------------------------------------------------------------------------------
Offset 15168, 16 lines modifiedOffset 15168, 16 lines modified
15168 ==============================================================================15168 ==============================================================================
15169 Dep.·Variable:···············prestige···No.·Observations:···················4515169 Dep.·Variable:···············prestige···No.·Observations:···················45
15170 Model:····························RLM···Df·Residuals:·······················4215170 Model:····························RLM···Df·Residuals:·······················42
15171 Method:··························IRLS···Df·Model:····························215171 Method:··························IRLS···Df·Model:····························2
15172 Norm:··························HuberT·········································15172 Norm:··························HuberT·········································
15173 Scale·Est.:·······················mad·········································15173 Scale·Est.:·······················mad·········································
15174 Cov·Type:··························H1·········································15174 Cov·Type:··························H1·········································
15175 Date:················Fri,·02·Oct·2020·········································15175 Date:················Fri,·05·Nov·2021·········································
15176 Time:························11:13:24·········································15176 Time:························21:03:14·········································
15177 No.·Iterations:····················18·········································15177 No.·Iterations:····················18·········································
15178 ==============================================================================15178 ==============================================================================
15179 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]15179 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
15180 ------------------------------------------------------------------------------15180 ------------------------------------------------------------------------------
15181 Intercept·····-7.1107······3.879·····-1.833······0.067·····-14.713·······0.49215181 Intercept·····-7.1107······3.879·····-1.833······0.067·····-14.713·······0.492
15182 income·········0.7015······0.109······6.456······0.000·······0.489·······0.91415182 income·········0.7015······0.109······6.456······0.000·······0.489·······0.914
15183 education······0.4854······0.089······5.441······0.000·······0.311·······0.66015183 education······0.4854······0.089······5.441······0.000·······0.311·······0.660
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6.72 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/statespace_local_linear_trend.html
    
Offset 13454, 15 lines modifiedOffset 13454, 15 lines modified
13454 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>13454 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>
  
13455 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>13455 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>
13456 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(13456 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(
13457 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)13457 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)
13458 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·13458 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·
  
13459 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff5873b160&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused13459 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff8dfa5048&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused
  
13460 During·handling·of·the·above·exception,·another·exception·occurred:13460 During·handling·of·the·above·exception,·another·exception·occurred:
  
13461 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)13461 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
13462 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13462 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13463 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>13463 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>
13464 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout13464 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout
Offset 13474, 15 lines modifiedOffset 13474, 15 lines modified
13474 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>13474 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>
  
13475 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>13475 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
13476 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13476 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13477 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>13477 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>
13478 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·13478 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·
  
13479 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff5873b160&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))13479 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8dfa5048&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))
  
13480 During·handling·of·the·above·exception,·another·exception·occurred:13480 During·handling·of·the·above·exception,·another·exception·occurred:
  
13481 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)13481 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)
13482 <span·class="ansi-green-fg">&lt;ipython-input-3-adacc4910a58&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>13482 <span·class="ansi-green-fg">&lt;ipython-input-3-adacc4910a58&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>
13483 <span·class="ansi-green-intense-fg·ansi-bold">······4</span>·13483 <span·class="ansi-green-intense-fg·ansi-bold">······4</span>·
13484 <span·class="ansi-green-intense-fg·ansi-bold">······5</span>·<span·class="ansi-red-fg">#·Download·the·dataset</span>13484 <span·class="ansi-green-intense-fg·ansi-bold">······5</span>·<span·class="ansi-red-fg">#·Download·the·dataset</span>
Offset 13521, 15 lines modifiedOffset 13521, 15 lines modified
13521 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13521 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13522 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·13522 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·
13523 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13523 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13524 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>13524 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>
13525 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·13525 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·
13526 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13526 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
  
13527 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff5873b160&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>13527 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8dfa5048&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>
13528 </div>13528 </div>
13529 </div>13529 </div>
  
13530 </div>13530 </div>
13531 </div>13531 </div>
  
13532 </div>13532 </div>
⊟
6.63 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/statespace_sarimax_internet.html
    
Offset 13360, 15 lines modifiedOffset 13360, 15 lines modified
13360 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>13360 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>
  
13361 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>13361 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>
13362 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(13362 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(
13363 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)13363 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)
13364 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·13364 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·
  
13365 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff6fa2ccc0&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused13365 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff8dcdfd30&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused
  
13366 During·handling·of·the·above·exception,·another·exception·occurred:13366 During·handling·of·the·above·exception,·another·exception·occurred:
  
13367 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)13367 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
13368 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13368 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13369 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>13369 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>
13370 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout13370 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout
Offset 13380, 15 lines modifiedOffset 13380, 15 lines modified
13380 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>13380 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>
  
13381 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>13381 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
13382 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13382 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13383 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>13383 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>
13384 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·13384 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·
  
13385 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff6fa2ccc0&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))13385 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8dcdfd30&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))
  
13386 During·handling·of·the·above·exception,·another·exception·occurred:13386 During·handling·of·the·above·exception,·another·exception·occurred:
  
13387 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)13387 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)
13388 <span·class="ansi-green-fg">&lt;ipython-input-3-074aec8a1161&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>13388 <span·class="ansi-green-fg">&lt;ipython-input-3-074aec8a1161&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>
13389 <span·class="ansi-green-intense-fg·ansi-bold">······4</span>·13389 <span·class="ansi-green-intense-fg·ansi-bold">······4</span>·
13390 <span·class="ansi-green-intense-fg·ansi-bold">······5</span>·<span·class="ansi-red-fg">#·Download·the·dataset</span>13390 <span·class="ansi-green-intense-fg·ansi-bold">······5</span>·<span·class="ansi-red-fg">#·Download·the·dataset</span>
Offset 13427, 15 lines modifiedOffset 13427, 15 lines modified
13427 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13427 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13428 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·13428 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·
13429 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13429 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13430 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>13430 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>
13431 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·13431 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·
13432 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13432 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
  
13433 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff6fa2ccc0&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>13433 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8dcdfd30&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>
13434 </div>13434 </div>
13435 </div>13435 </div>
  
13436 </div>13436 </div>
13437 </div>13437 </div>
  
13438 </div>13438 </div>
⊟
20.4 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/statespace_sarimax_stata.html
    
Offset 13395, 15 lines modifiedOffset 13395, 15 lines modified
13395 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>13395 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>
  
13396 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>13396 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>
13397 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(13397 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(
13398 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)13398 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)
13399 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·13399 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·
  
13400 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff8182de10&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused13400 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff65489f98&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused
  
13401 During·handling·of·the·above·exception,·another·exception·occurred:13401 During·handling·of·the·above·exception,·another·exception·occurred:
  
13402 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)13402 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
13403 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13403 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13404 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>13404 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>
13405 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout13405 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout
Offset 13415, 15 lines modifiedOffset 13415, 15 lines modified
13415 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>13415 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>
  
13416 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>13416 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
13417 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13417 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13418 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>13418 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>
13419 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·13419 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·
  
13420 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8182de10&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))13420 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff65489f98&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))
  
13421 During·handling·of·the·above·exception,·another·exception·occurred:13421 During·handling·of·the·above·exception,·another·exception·occurred:
  
13422 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)13422 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)
13423 <span·class="ansi-green-fg">&lt;ipython-input-3-d7a18dd7d756&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>13423 <span·class="ansi-green-fg">&lt;ipython-input-3-d7a18dd7d756&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>
13424 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Dataset</span>13424 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Dataset</span>
13425 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>wpi1·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://www.stata-press.com/data/r12/wpi1.dta&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content13425 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>wpi1·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://www.stata-press.com/data/r12/wpi1.dta&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content
Offset 13462, 15 lines modifiedOffset 13462, 15 lines modified
13462 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13462 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13463 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·13463 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·
13464 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13464 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13465 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>13465 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>
13466 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·13466 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·
13467 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13467 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
  
13468 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff8182de10&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>13468 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff65489f98&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>
13469 </div>13469 </div>
13470 </div>13470 </div>
  
13471 </div>13471 </div>
13472 </div>13472 </div>
  
13473 </div>13473 </div>
Offset 13885, 15 lines modifiedOffset 13885, 15 lines modified
13885 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>13885 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>
  
13886 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>13886 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>
13887 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(13887 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(
13888 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)13888 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)
13889 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·13889 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·
  
13890 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff81508198&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused13890 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff65170160&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused
  
13891 During·handling·of·the·above·exception,·another·exception·occurred:13891 During·handling·of·the·above·exception,·another·exception·occurred:
  
13892 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)13892 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
13893 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13893 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13894 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>13894 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>
13895 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout13895 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout
Offset 13905, 15 lines modifiedOffset 13905, 15 lines modified
13905 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>13905 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>
  
13906 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>13906 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
13907 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13907 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13908 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>13908 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>
13909 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·13909 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·
  
13910 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff81508198&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))13910 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff65170160&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))
  
13911 During·handling·of·the·above·exception,·another·exception·occurred:13911 During·handling·of·the·above·exception,·another·exception·occurred:
  
13912 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)13912 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)
13913 <span·class="ansi-green-fg">&lt;ipython-input-8-ed689d52402c&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>13913 <span·class="ansi-green-fg">&lt;ipython-input-8-ed689d52402c&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>
13914 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Dataset</span>13914 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Dataset</span>
13915 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>air2·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://www.stata-press.com/data/r12/air2.dta&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content13915 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>air2·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://www.stata-press.com/data/r12/air2.dta&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content
Offset 13952, 15 lines modifiedOffset 13952, 15 lines modified
13952 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>13952 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
13953 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·13953 <span·class="ansi-green-intense-fg·ansi-bold">····508</span>·
13954 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13954 <span·class="ansi-green-intense-fg·ansi-bold">····509</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_ProxyError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
13955 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>13955 <span·class="ansi-green-fg">--&gt;·510</span><span·class="ansi-red-fg">·················</span><span·class="ansi-green-fg">raise</span>·ProxyError<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">,</span>·request<span·class="ansi-blue-fg">=</span>request<span·class="ansi-blue-fg">)</span>
13956 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·13956 <span·class="ansi-green-intense-fg·ansi-bold">····511</span>·
13957 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>13957 <span·class="ansi-green-intense-fg·ansi-bold">····512</span>·············<span·class="ansi-green-fg">if</span>·isinstance<span·class="ansi-blue-fg">(</span>e<span·class="ansi-blue-fg">.</span>reason<span·class="ansi-blue-fg">,</span>·_SSLError<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
  
13958 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff81508198&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>13958 <span·class="ansi-red-fg">ProxyError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff65170160&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))</pre>
13959 </div>13959 </div>
13960 </div>13960 </div>
  
13961 </div>13961 </div>
13962 </div>13962 </div>
  
13963 </div>13963 </div>
Offset 14093, 15 lines modifiedOffset 14093, 15 lines modified
14093 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>14093 <span·class="ansi-green-intense-fg·ansi-bold">····182</span>·········self<span·class="ansi-blue-fg">.</span>_prepare_conn<span·class="ansi-blue-fg">(</span>conn<span·class="ansi-blue-fg">)</span>
  
14094 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>14094 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/connection.py</span>·in·<span·class="ansi-cyan-fg">_new_conn</span><span·class="ansi-blue-fg">(self)</span>
14095 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(14095 <span·class="ansi-green-intense-fg·ansi-bold">····167</span>·············raise·NewConnectionError(
14096 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)14096 <span·class="ansi-green-fg">--&gt;·168</span><span·class="ansi-red-fg">·················self,·&#34;Failed·to·establish·a·new·connection:·%s&#34;·%·e)
14097 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·14097 </span><span·class="ansi-green-intense-fg·ansi-bold">····169</span>·
  
14098 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff815175f8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused14098 <span·class="ansi-red-fg">NewConnectionError</span>:·&lt;urllib3.connection.HTTPConnection·object·at·0xffff65174668&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused
  
14099 During·handling·of·the·above·exception,·another·exception·occurred:14099 During·handling·of·the·above·exception,·another·exception·occurred:
  
14100 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)14100 <span·class="ansi-red-fg">MaxRetryError</span>·····························Traceback·(most·recent·call·last)
14101 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>14101 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/requests/adapters.py</span>·in·<span·class="ansi-cyan-fg">send</span><span·class="ansi-blue-fg">(self,·request,·stream,·timeout,·verify,·cert,·proxies)</span>
14102 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>14102 <span·class="ansi-green-intense-fg·ansi-bold">····448</span>·····················retries<span·class="ansi-blue-fg">=</span>self<span·class="ansi-blue-fg">.</span>max_retries<span·class="ansi-blue-fg">,</span>
14103 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout14103 <span·class="ansi-green-fg">--&gt;·449</span><span·class="ansi-red-fg">·····················</span>timeout<span·class="ansi-blue-fg">=</span>timeout
Offset 14113, 15 lines modifiedOffset 14113, 15 lines modified
14113 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>14113 </span><span·class="ansi-green-intense-fg·ansi-bold">····639</span>·············retries<span·class="ansi-blue-fg">.</span>sleep<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span>
  
14114 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>14114 <span·class="ansi-green-fg">/usr/lib/python3/dist-packages/urllib3/util/retry.py</span>·in·<span·class="ansi-cyan-fg">increment</span><span·class="ansi-blue-fg">(self,·method,·url,·response,·error,·_pool,·_stacktrace)</span>
14115 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>14115 <span·class="ansi-green-intense-fg·ansi-bold">····397</span>·········<span·class="ansi-green-fg">if</span>·new_retry<span·class="ansi-blue-fg">.</span>is_exhausted<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">:</span>
14116 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>14116 <span·class="ansi-green-fg">--&gt;·398</span><span·class="ansi-red-fg">·············</span><span·class="ansi-green-fg">raise</span>·MaxRetryError<span·class="ansi-blue-fg">(</span>_pool<span·class="ansi-blue-fg">,</span>·url<span·class="ansi-blue-fg">,</span>·error·<span·class="ansi-green-fg">or</span>·ResponseError<span·class="ansi-blue-fg">(</span>cause<span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">)</span>
14117 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·14117 <span·class="ansi-green-intense-fg·ansi-bold">····399</span>·
  
14118 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/friedman2.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff815175f8&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))14118 <span·class="ansi-red-fg">MaxRetryError</span>:·HTTPConnectionPool(host=&#39;127.0.0.1&#39;,·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/friedman2.dta·(Caused·by·ProxyError(&#39;Cannot·connect·to·proxy.&#39;,·NewConnectionError(&#39;&lt;urllib3.connection.HTTPConnection·object·at·0xffff65174668&gt;:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused&#39;)))
  
14119 During·handling·of·the·above·exception,·another·exception·occurred:14119 During·handling·of·the·above·exception,·another·exception·occurred:
  
14120 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)14120 <span·class="ansi-red-fg">ProxyError</span>································Traceback·(most·recent·call·last)
14121 <span·class="ansi-green-fg">&lt;ipython-input-9-1caba5d05731&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>14121 <span·class="ansi-green-fg">&lt;ipython-input-9-1caba5d05731&gt;</span>·in·<span·class="ansi-cyan-fg">&lt;module&gt;</span><span·class="ansi-blue-fg">()</span>
14122 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Dataset</span>14122 <span·class="ansi-green-intense-fg·ansi-bold">······1</span>·<span·class="ansi-red-fg">#·Dataset</span>
14123 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>friedman2·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://www.stata-press.com/data/r12/friedman2.dta&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content14123 <span·class="ansi-green-fg">----&gt;·2</span><span·class="ansi-red-fg">·</span>friedman2·<span·class="ansi-blue-fg">=</span>·requests<span·class="ansi-blue-fg">.</span>get<span·class="ansi-blue-fg">(</span><span·class="ansi-blue-fg">&#39;http://www.stata-press.com/data/r12/friedman2.dta&#39;</span><span·class="ansi-blue-fg">)</span><span·class="ansi-blue-fg">.</span>content
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⊟
8.96 KB
./usr/share/doc/python-statsmodels-doc/html/examples/notebooks/generated/tsa_arma_0.html
    
Offset 13424, 14 lines modifiedOffset 13424, 32 lines modified
  
  
13424 <div·class="output_area">13424 <div·class="output_area">
  
13425 ····<div·class="prompt"></div>13425 ····<div·class="prompt"></div>
  
  
 13426 <div·class="output_subarea·output_stream·output_stderr·output_text">
 13427 <pre>/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1341:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.
 13428 ··out_full[ind]·+=·zi
 13429 /usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1344:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.
 13430 ··out·=·out_full[ind]
 13431 /usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1350:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.
 13432 ··zf·=·out_full[ind]
 13433 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.
 13434 ··if·issubdtype(paramsdtype,·float):
 13435 </pre>
 13436 </div>
 13437 </div>
  
 13438 <div·class="output_area">
  
 13439 ····<div·class="prompt"></div>
  
  
13426 <div·class="output_subarea·output_stream·output_stdout·output_text">13440 <div·class="output_subarea·output_stream·output_stdout·output_text">
13427 <pre>const················49.65940113441 <pre>const················49.659401
13428 ar.L1.SUNACTIVITY·····1.39065613442 ar.L1.SUNACTIVITY·····1.390656
13429 ar.L2.SUNACTIVITY····-0.68857113443 ar.L2.SUNACTIVITY····-0.688571
13430 dtype:·float6413444 dtype:·float64
13431 </pre>13445 </pre>
13432 </div>13446 </div>
Offset 13439, 23 lines modifiedOffset 13457, 15 lines modified
  
13439 <div·class="output_area">13457 <div·class="output_area">
  
13440 ····<div·class="prompt"></div>13458 ····<div·class="prompt"></div>
  
  
13441 <div·class="output_subarea·output_stream·output_stderr·output_text">13459 <div·class="output_subarea·output_stream·output_stderr·output_text">
13442 <pre>/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1341:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result. 
13443 ··out_full[ind]·+=·zi 
13444 /usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1344:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result. 
13445 ··out·=·out_full[ind] 
13446 /usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1350:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result. 
13447 ··zf·=·out_full[ind] 
13448 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`. 
13449 ··if·issubdtype(paramsdtype,·float): 
13450 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`.13460 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`.
13451 ··elif·issubdtype(paramsdtype,·complex):13461 ··elif·issubdtype(paramsdtype,·complex):
13452 </pre>13462 </pre>
13453 </div>13463 </div>
13454 </div>13464 </div>
  
13455 </div>13465 </div>
13456 </div>13466 </div>
Offset 14412, 14 lines modifiedOffset 14422, 28 lines modified
  
  
14412 <div·class="output_area">14422 <div·class="output_area">
  
14413 ····<div·class="prompt"></div>14423 ····<div·class="prompt"></div>
  
  
 14424 <div·class="output_subarea·output_stream·output_stderr·output_text">
 14425 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.
 14426 ··if·issubdtype(paramsdtype,·float):
 14427 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`.
 14428 ··elif·issubdtype(paramsdtype,·complex):
 14429 </pre>
 14430 </div>
 14431 </div>
  
 14432 <div·class="output_area">
  
 14433 ····<div·class="prompt"></div>
  
  
14414 <div·class="output_subarea·output_stream·output_stdout·output_text">14434 <div·class="output_subarea·output_stream·output_stdout·output_text">
14415 <pre>············AC···········Q······Prob(&gt;Q)14435 <pre>············AC···········Q······Prob(&gt;Q)
14416 lag·····································14436 lag·····································
14417 1.0···0.254921···32.687663··1.082219e-0814437 1.0···0.254921···32.687663··1.082219e-08
14418 2.0··-0.172416···47.670724··4.450756e-1114438 2.0··-0.172416···47.670724··4.450756e-11
14419 3.0··-0.420945··137.159377··1.548477e-2914439 3.0··-0.420945··137.159377··1.548477e-29
14420 4.0··-0.046875··138.271285··6.617756e-2914440 4.0··-0.046875··138.271285··6.617756e-29
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14468 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`. 
14469 ··if·issubdtype(paramsdtype,·float): 
14470 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`. 
14471 ··elif·issubdtype(paramsdtype,·complex): 
14472 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:577:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.14492 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:577:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.
14473 ··if·issubdtype(paramsdtype,·float):14493 ··if·issubdtype(paramsdtype,·float):
14474 </pre>14494 </pre>
14475 </div>14495 </div>
14476 </div>14496 </div>
  
14477 </div>14497 </div>
14478 </div>14498 </div>
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14508 ····<div·class="prompt"></div>14528 ····<div·class="prompt"></div>
  
  
14509 <div·class="output_subarea·output_stream·output_stderr·output_text">14529 <div·class="output_subarea·output_stream·output_stderr·output_text">
14510 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.14530 <pre>/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.
14511 ··if·issubdtype(paramsdtype,·float):14531 ··if·issubdtype(paramsdtype,·float):
 14532 /build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`.
 14533 ··elif·issubdtype(paramsdtype,·complex):
14512 </pre>14534 </pre>
14513 </div>14535 </div>
14514 </div>14536 </div>
  
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13358 <div·class="output_subarea·output_stream·output_stdout·output_text">13358 <div·class="output_subarea·output_stream·output_stdout·output_text">
13359 <pre>······························ARMA·Model·Results······························13359 <pre>······························ARMA·Model·Results······························
13360 ==============================================================================13360 ==============================================================================
13361 Dep.·Variable:······················y···No.·Observations:··················25013361 Dep.·Variable:······················y···No.·Observations:··················250
13362 Model:·····················ARMA(2,·2)···Log·Likelihood················-353.44513362 Model:·····················ARMA(2,·2)···Log·Likelihood················-353.445
13363 Method:·······················css-mle···S.D.·of·innovations··············0.99013363 Method:·······················css-mle···S.D.·of·innovations··············0.990
13364 Date:················Fri,·02·Oct·2020···AIC····························716.89113364 Date:················Fri,·05·Nov·2021···AIC····························716.891
13365 Time:························11:13:25···BIC····························734.49813365 Time:························21:03:17···BIC····························734.498
13366 Sample:····················01-31-1980···HQIC···························723.97713366 Sample:····················01-31-1980···HQIC···························723.977
13367 ·························-·10-31-2000·········································13367 ·························-·10-31-2000·········································
13368 ==============================================================================13368 ==============================================================================
13369 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]13369 ·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]
13370 ------------------------------------------------------------------------------13370 ------------------------------------------------------------------------------
13371 ar.L1.y········0.7904······0.134······5.878······0.000·······0.527·······1.05413371 ar.L1.y········0.7904······0.134······5.878······0.000·······0.527·······1.054
13372 ar.L2.y·······-0.2314······0.113·····-2.044······0.042······-0.453······-0.00913372 ar.L2.y·······-0.2314······0.113·····-2.044······0.042······-0.453······-0.009
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13316 <pre>····························WLS·Regression·Results····························13316 <pre>····························WLS·Regression·Results····························
13317 ==============================================================================13317 ==============================================================================
13318 Dep.·Variable:······················y···R-squared:·······················0.91013318 Dep.·Variable:······················y···R-squared:·······················0.910
13319 Model:····························WLS···Adj.·R-squared:··················0.90913319 Model:····························WLS···Adj.·R-squared:··················0.909
13320 Method:·················Least·Squares···F-statistic:·····················487.913320 Method:·················Least·Squares···F-statistic:·····················487.9
13321 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········8.52e-2713321 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········8.52e-27
13322 Time:························11:13:14···Log-Likelihood:················-57.04813322 Time:························21:02:57···Log-Likelihood:················-57.048
13323 No.·Observations:··················50···AIC:·····························118.113323 No.·Observations:··················50···AIC:·····························118.1
13324 Df·Residuals:······················48···BIC:·····························121.913324 Df·Residuals:······················48···BIC:·····························121.9
13325 Df·Model:···························1·········································13325 Df·Model:···························1·········································
13326 Covariance·Type:············nonrobust·········································13326 Covariance·Type:············nonrobust·········································
13327 ==============================================================================13327 ==============================================================================
13328 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13328 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13329 ------------------------------------------------------------------------------13329 ------------------------------------------------------------------------------
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13573 <div·class="output_subarea·output_stream·output_stdout·output_text">13573 <div·class="output_subarea·output_stream·output_stdout·output_text">
13574 <pre>····························WLS·Regression·Results····························13574 <pre>····························WLS·Regression·Results····························
13575 ==============================================================================13575 ==============================================================================
13576 Dep.·Variable:······················y···R-squared:·······················0.91413576 Dep.·Variable:······················y···R-squared:·······················0.914
13577 Model:····························WLS···Adj.·R-squared:··················0.91213577 Model:····························WLS···Adj.·R-squared:··················0.912
13578 Method:·················Least·Squares···F-statistic:·····················507.113578 Method:·················Least·Squares···F-statistic:·····················507.1
13579 Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········3.65e-2713579 Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········3.65e-27
13580 Time:························11:13:15···Log-Likelihood:················-55.77713580 Time:························21:02:59···Log-Likelihood:················-55.777
13581 No.·Observations:··················50···AIC:·····························115.613581 No.·Observations:··················50···AIC:·····························115.6
13582 Df·Residuals:······················48···BIC:·····························119.413582 Df·Residuals:······················48···BIC:·····························119.4
13583 Df·Model:···························1·········································13583 Df·Model:···························1·········································
13584 Covariance·Type:············nonrobust·········································13584 Covariance·Type:············nonrobust·········································
13585 ==============================================================================13585 ==============================================================================
13586 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]13586 ·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]
13587 ------------------------------------------------------------------------------13587 ------------------------------------------------------------------------------
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105 <span·class="go">===================================================================================</span>105 <span·class="go">===================================================================================</span>
106 <span·class="go">Dep.·Variable:···························y···No.·Observations:··················236</span>106 <span·class="go">Dep.·Variable:···························y···No.·Observations:··················236</span>
107 <span·class="go">Model:·································GEE···No.·clusters:·······················59</span>107 <span·class="go">Model:·································GEE···No.·clusters:·······················59</span>
108 <span·class="go">Method:························Generalized···Min.·cluster·size:···················4</span>108 <span·class="go">Method:························Generalized···Min.·cluster·size:···················4</span>
109 <span·class="go">······················Estimating·Equations···Max.·cluster·size:···················4</span>109 <span·class="go">······················Estimating·Equations···Max.·cluster·size:···················4</span>
110 <span·class="go">Family:····························Poisson···Mean·cluster·size:·················4.0</span>110 <span·class="go">Family:····························Poisson···Mean·cluster·size:·················4.0</span>
111 <span·class="go">Dependence·structure:·········Exchangeable···Num.·iterations:····················51</span>111 <span·class="go">Dependence·structure:·········Exchangeable···Num.·iterations:····················51</span>
112 <span·class="go">Date:·····················Fri,·02·Oct·2020···Scale:···························1.000</span>112 <span·class="go">Date:·····················Fri,·05·Nov·2021···Scale:···························1.000</span>
113 <span·class="go">Covariance·type:····················robust···Time:·························11:16:22</span>113 <span·class="go">Covariance·type:····················robust···Time:·························21:07:25</span>
114 <span·class="go">====================================================================================</span>114 <span·class="go">====================================================================================</span>
115 <span·class="go">·······················coef····std·err··········z······P&gt;|z|······[0.025······0.975]</span>115 <span·class="go">·······················coef····std·err··········z······P&gt;|z|······[0.025······0.975]</span>
116 <span·class="gt">------------------------------------------------------------------------------------</span>116 <span·class="gt">------------------------------------------------------------------------------------</span>
117 <span·class="n">Intercept</span>············<span·class="mf">0.5730</span>······<span·class="mf">0.361</span>······<span·class="mf">1.589</span>······<span·class="mf">0.112</span>······<span·class="o">-</span><span·class="mf">0.134</span>·······<span·class="mf">1.280</span>117 <span·class="n">Intercept</span>············<span·class="mf">0.5730</span>······<span·class="mf">0.361</span>······<span·class="mf">1.589</span>······<span·class="mf">0.112</span>······<span·class="o">-</span><span·class="mf">0.134</span>·······<span·class="mf">1.280</span>
118 <span·class="n">trt</span><span·class="p">[</span><span·class="n">T</span><span·class="o">.</span><span·class="n">progabide</span><span·class="p">]</span>····<span·class="o">-</span><span·class="mf">0.1519</span>······<span·class="mf">0.171</span>·····<span·class="o">-</span><span·class="mf">0.888</span>······<span·class="mf">0.375</span>······<span·class="o">-</span><span·class="mf">0.487</span>·······<span·class="mf">0.183</span>118 <span·class="n">trt</span><span·class="p">[</span><span·class="n">T</span><span·class="o">.</span><span·class="n">progabide</span><span·class="p">]</span>····<span·class="o">-</span><span·class="mf">0.1519</span>······<span·class="mf">0.171</span>·····<span·class="o">-</span><span·class="mf">0.888</span>······<span·class="mf">0.375</span>······<span·class="o">-</span><span·class="mf">0.487</span>·······<span·class="mf">0.183</span>
119 <span·class="n">age</span>··················<span·class="mf">0.0223</span>······<span·class="mf">0.011</span>······<span·class="mf">1.960</span>······<span·class="mf">0.050</span>····<span·class="mf">2.11e-06</span>·······<span·class="mf">0.045</span>119 <span·class="n">age</span>··················<span·class="mf">0.0223</span>······<span·class="mf">0.011</span>······<span·class="mf">1.960</span>······<span·class="mf">0.050</span>····<span·class="mf">2.11e-06</span>·······<span·class="mf">0.045</span>
120 <span·class="n">base</span>·················<span·class="mf">0.0226</span>······<span·class="mf">0.001</span>·····<span·class="mf">18.451</span>······<span·class="mf">0.000</span>·······<span·class="mf">0.020</span>·······<span·class="mf">0.025</span>120 <span·class="n">base</span>·················<span·class="mf">0.0226</span>······<span·class="mf">0.001</span>·····<span·class="mf">18.451</span>······<span·class="mf">0.000</span>·······<span·class="mf">0.020</span>·······<span·class="mf">0.025</span>
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95 <span·class="go">···················Generalized·Linear·Model·Regression·Results···················</span>95 <span·class="go">···················Generalized·Linear·Model·Regression·Results···················</span>
96 <span·class="go">=================================================================================</span>96 <span·class="go">=================================================================================</span>
97 <span·class="go">Dep.·Variable:······················y···No.·Observations:······················32</span>97 <span·class="go">Dep.·Variable:······················y···No.·Observations:······················32</span>
98 <span·class="go">Model:····························GLM···Df·Residuals:··························24</span>98 <span·class="go">Model:····························GLM···Df·Residuals:··························24</span>
99 <span·class="go">Model·Family:···················Gamma···Df·Model:·······························7</span>99 <span·class="go">Model·Family:···················Gamma···Df·Model:·······························7</span>
100 <span·class="go">Link·Function:··········inverse_power···Scale:··············0.0035842831734932226</span>100 <span·class="go">Link·Function:··········inverse_power···Scale:··············0.0035842831734932226</span>
101 <span·class="go">Method:··························IRLS···Log-Likelihood:···················-83.017</span>101 <span·class="go">Method:··························IRLS···Log-Likelihood:···················-83.017</span>
102 <span·class="go">Date:················Fri,·02·Oct·2020···Deviance:························0.087389</span>102 <span·class="go">Date:················Fri,·05·Nov·2021···Deviance:························0.087389</span>
103 <span·class="go">Time:························11:25:43···Pearson·chi2:······················0.0860</span>103 <span·class="go">Time:························21:17:24···Pearson·chi2:······················0.0860</span>
104 <span·class="go">No.·Iterations:·····················4············································</span>104 <span·class="go">No.·Iterations:·····················4············································</span>
105 <span·class="go">==============================================================================</span>105 <span·class="go">==============================================================================</span>
106 <span·class="go">·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]</span>106 <span·class="go">·················coef····std·err··········z······P&gt;|z|······[0.025······0.975]</span>
107 <span·class="gt">------------------------------------------------------------------------------</span>107 <span·class="gt">------------------------------------------------------------------------------</span>
108 <span·class="n">const</span>·········<span·class="o">-</span><span·class="mf">0.0178</span>······<span·class="mf">0.011</span>·····<span·class="o">-</span><span·class="mf">1.548</span>······<span·class="mf">0.122</span>······<span·class="o">-</span><span·class="mf">0.040</span>·······<span·class="mf">0.005</span>108 <span·class="n">const</span>·········<span·class="o">-</span><span·class="mf">0.0178</span>······<span·class="mf">0.011</span>·····<span·class="o">-</span><span·class="mf">1.548</span>······<span·class="mf">0.122</span>······<span·class="o">-</span><span·class="mf">0.040</span>·······<span·class="mf">0.005</span>
109 <span·class="n">x1</span>··········<span·class="mf">4.962e-05</span>···<span·class="mf">1.62e-05</span>······<span·class="mf">3.060</span>······<span·class="mf">0.002</span>····<span·class="mf">1.78e-05</span>····<span·class="mf">8.14e-05</span>109 <span·class="n">x1</span>··········<span·class="mf">4.962e-05</span>···<span·class="mf">1.62e-05</span>······<span·class="mf">3.060</span>······<span·class="mf">0.002</span>····<span·class="mf">1.78e-05</span>····<span·class="mf">8.14e-05</span>
110 <span·class="n">x2</span>·············<span·class="mf">0.0020</span>······<span·class="mf">0.001</span>······<span·class="mf">3.824</span>······<span·class="mf">0.000</span>·······<span·class="mf">0.001</span>·······<span·class="mf">0.003</span>110 <span·class="n">x2</span>·············<span·class="mf">0.0020</span>······<span·class="mf">0.001</span>······<span·class="mf">3.824</span>······<span·class="mf">0.000</span>·······<span·class="mf">0.001</span>·······<span·class="mf">0.003</span>
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99 <span·class="go">#·Inspect·the·results</span>99 <span·class="go">#·Inspect·the·results</span>
100 <span·class="gp">In·[6]:·</span><span·class="k">print</span><span·class="p">(</span><span·class="n">results</span><span·class="o">.</span><span·class="n">summary</span><span·class="p">())</span>100 <span·class="gp">In·[6]:·</span><span·class="k">print</span><span·class="p">(</span><span·class="n">results</span><span·class="o">.</span><span·class="n">summary</span><span·class="p">())</span>
101 <span·class="go">····························OLS·Regression·Results····························</span>101 <span·class="go">····························OLS·Regression·Results····························</span>
102 <span·class="go">==============================================================================</span>102 <span·class="go">==============================================================================</span>
103 <span·class="go">Dep.·Variable:················Lottery···R-squared:·······················0.348</span>103 <span·class="go">Dep.·Variable:················Lottery···R-squared:·······················0.348</span>
104 <span·class="go">Model:····························OLS···Adj.·R-squared:··················0.333</span>104 <span·class="go">Model:····························OLS···Adj.·R-squared:··················0.333</span>
105 <span·class="go">Method:·················Least·Squares···F-statistic:·····················22.20</span>105 <span·class="go">Method:·················Least·Squares···F-statistic:·····················22.20</span>
106 <span·class="go">Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········1.90e-08</span>106 <span·class="go">Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········1.90e-08</span>
107 <span·class="go">Time:························11:25:46···Log-Likelihood:················-379.82</span>107 <span·class="go">Time:························21:17:27···Log-Likelihood:················-379.82</span>
108 <span·class="go">No.·Observations:··················86···AIC:·····························765.6</span>108 <span·class="go">No.·Observations:··················86···AIC:·····························765.6</span>
109 <span·class="go">Df·Residuals:······················83···BIC:·····························773.0</span>109 <span·class="go">Df·Residuals:······················83···BIC:·····························773.0</span>
110 <span·class="go">Df·Model:···························2·········································</span>110 <span·class="go">Df·Model:···························2·········································</span>
111 <span·class="go">Covariance·Type:············nonrobust·········································</span>111 <span·class="go">Covariance·Type:············nonrobust·········································</span>
112 <span·class="go">===================================================================================</span>112 <span·class="go">===================================================================================</span>
113 <span·class="go">······················coef····std·err··········t······P&gt;|t|······[0.025······0.975]</span>113 <span·class="go">······················coef····std·err··········t······P&gt;|t|······[0.025······0.975]</span>
114 <span·class="gt">-----------------------------------------------------------------------------------</span>114 <span·class="gt">-----------------------------------------------------------------------------------</span>
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150 <span·class="go">#·Inspect·the·results</span>150 <span·class="go">#·Inspect·the·results</span>
151 <span·class="gp">In·[16]:·</span><span·class="k">print</span><span·class="p">(</span><span·class="n">results</span><span·class="o">.</span><span·class="n">summary</span><span·class="p">())</span>151 <span·class="gp">In·[16]:·</span><span·class="k">print</span><span·class="p">(</span><span·class="n">results</span><span·class="o">.</span><span·class="n">summary</span><span·class="p">())</span>
152 <span·class="go">····························OLS·Regression·Results····························</span>152 <span·class="go">····························OLS·Regression·Results····························</span>
153 <span·class="go">==============================================================================</span>153 <span·class="go">==============================================================================</span>
154 <span·class="go">Dep.·Variable:······················y···R-squared:·······················0.260</span>154 <span·class="go">Dep.·Variable:······················y···R-squared:·······················0.260</span>
155 <span·class="go">Model:····························OLS···Adj.·R-squared:··················0.245</span>155 <span·class="go">Model:····························OLS···Adj.·R-squared:··················0.245</span>
156 <span·class="go">Method:·················Least·Squares···F-statistic:·····················17.06</span>156 <span·class="go">Method:·················Least·Squares···F-statistic:·····················17.06</span>
157 <span·class="go">Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········4.49e-07</span>157 <span·class="go">Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········4.49e-07</span>
158 <span·class="go">Time:························11:25:46···Log-Likelihood:················-23.039</span>158 <span·class="go">Time:························21:17:27···Log-Likelihood:················-23.039</span>
159 <span·class="go">No.·Observations:·················100···AIC:·····························52.08</span>159 <span·class="go">No.·Observations:·················100···AIC:·····························52.08</span>
160 <span·class="go">Df·Residuals:······················97···BIC:·····························59.89</span>160 <span·class="go">Df·Residuals:······················97···BIC:·····························59.89</span>
161 <span·class="go">Df·Model:···························2·········································</span>161 <span·class="go">Df·Model:···························2·········································</span>
162 <span·class="go">Covariance·Type:············nonrobust·········································</span>162 <span·class="go">Covariance·Type:············nonrobust·········································</span>
163 <span·class="go">==============================================================================</span>163 <span·class="go">==============================================================================</span>
164 <span·class="go">·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]</span>164 <span·class="go">·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]</span>
165 <span·class="gt">------------------------------------------------------------------------------</span>165 <span·class="gt">------------------------------------------------------------------------------</span>
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98 <span·class="gp">In·[7]:·</span><span·class="k">print</span><span·class="p">(</span><span·class="n">res</span><span·class="o">.</span><span·class="n">summary</span><span·class="p">())</span>98 <span·class="gp">In·[7]:·</span><span·class="k">print</span><span·class="p">(</span><span·class="n">res</span><span·class="o">.</span><span·class="n">summary</span><span·class="p">())</span>
99 <span·class="go">····························OLS·Regression·Results····························</span>99 <span·class="go">····························OLS·Regression·Results····························</span>
100 <span·class="go">==============================================================================</span>100 <span·class="go">==============================================================================</span>
101 <span·class="go">Dep.·Variable:······················y···R-squared:·······················0.416</span>101 <span·class="go">Dep.·Variable:······················y···R-squared:·······················0.416</span>
102 <span·class="go">Model:····························OLS···Adj.·R-squared:··················0.353</span>102 <span·class="go">Model:····························OLS···Adj.·R-squared:··················0.353</span>
103 <span·class="go">Method:·················Least·Squares···F-statistic:·····················6.646</span>103 <span·class="go">Method:·················Least·Squares···F-statistic:·····················6.646</span>
104 <span·class="go">Date:················Fri,·02·Oct·2020···Prob·(F-statistic):············0.00157</span>104 <span·class="go">Date:················Fri,·05·Nov·2021···Prob·(F-statistic):············0.00157</span>
105 <span·class="go">Time:························11:25:48···Log-Likelihood:················-12.978</span>105 <span·class="go">Time:························21:17:31···Log-Likelihood:················-12.978</span>
106 <span·class="go">No.·Observations:··················32···AIC:·····························33.96</span>106 <span·class="go">No.·Observations:··················32···AIC:·····························33.96</span>
107 <span·class="go">Df·Residuals:······················28···BIC:·····························39.82</span>107 <span·class="go">Df·Residuals:······················28···BIC:·····························39.82</span>
108 <span·class="go">Df·Model:···························3·········································</span>108 <span·class="go">Df·Model:···························3·········································</span>
109 <span·class="go">Covariance·Type:············nonrobust·········································</span>109 <span·class="go">Covariance·Type:············nonrobust·········································</span>
110 <span·class="go">==============================================================================</span>110 <span·class="go">==============================================================================</span>
111 <span·class="go">·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]</span>111 <span·class="go">·················coef····std·err··········t······P&gt;|t|······[0.025······0.975]</span>
112 <span·class="gt">------------------------------------------------------------------------------</span>112 <span·class="gt">------------------------------------------------------------------------------</span>
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js-beautify {}
    
Offset 6009, 15 lines modifiedOffset 6009, 15 lines modified
6009 ········factor_ord:·[2530,·2560,·3114],6009 ········factor_ord:·[2530,·2560,·3114],
6010 ········factoredpsdmatrix:·[2104,·2107,·3093],6010 ········factoredpsdmatrix:·[2104,·2107,·3093],
6011 ········factorplot:·3093,6011 ········factorplot:·3093,
6012 ········factr:·[84,·157,·201,·242,·282,·330,·347,·390,·435,·452,·2360,·2404],6012 ········factr:·[84,·157,·201,·242,·282,·330,·347,·390,·435,·452,·2360,·2404],
6013 ········faculty1:·153,6013 ········faculty1:·153,
6014 ········fail:·[557,·573,·579,·585,·591,·600,·606,·1528,·1551,·1574,·1597,·1626,·1649,·1678,·1701,·2135,·2186,·2190,·2194,·2198,·2202,·2206,·2207,·2208,·2209,·3097,·3101,·3103,·3104,·3107,·3108],6014 ········fail:·[557,·573,·579,·585,·591,·600,·606,·1528,·1551,·1574,·1597,·1626,·1649,·1678,·1701,·2135,·2186,·2190,·2194,·2198,·2202,·2206,·2207,·2208,·2209,·3097,·3101,·3103,·3104,·3107,·3108],
6015 ········failu:·3104,6015 ········failu:·3104,
6016 ········failur:·[2,·142,·148,·158,·202,·243,·283,·331,·348,·391,·437,·453,·500,·511,·512,·521,·529,·548,·613,·818,·3103,·3104,·3106,·3107],6016 ········failur:·[142,·148,·158,·202,·243,·283,·331,·348,·391,·437,·453,·500,·511,·512,·521,·529,·548,·613,·818,·3103,·3104,·3106,·3107],
6017 ········fair:·[15,·23,·3103],6017 ········fair:·[15,·23,·3103],
6018 ········fairli:·15,6018 ········fairli:·15,
6019 ········fairmodel:·15,6019 ········fairmodel:·15,
6020 ········fall:·[2,·84,·157,·201,·242,·282,·330,·347,·390,·435,·452,·875,·879,·880,·901,·2263],6020 ········fall:·[2,·84,·157,·201,·242,·282,·330,·347,·390,·435,·452,·875,·879,·880,·901,·2263],
6021 ········fallback:·[143,·3085,·3086],6021 ········fallback:·[143,·3085,·3086],
6022 ········fals:·[34,·76,·79,·81,·82,·84,·92,·104,·106,·108,·109,·110,·139,·141,·147,·157,·165,·175,·191,·194,·196,·197,·201,·209,·219,·232,·235,·237,·238,·242,·243,·250,·260,·272,·275,·277,·278,·282,·292,·303,·320,·323,·325,·326,·330,·341,·347,·355,·365,·380,·383,·385,·386,·390,·399,·410,·425,·428,·430,·431,·435,·446,·452,·462,·473,·490,·493,·495,·496,·498,·510,·538,·543,·545,·546,·549,·557,·558,·566,·567,·568,·569,·570,·572,·578,·584,·590,·599,·605,·770,·774,·779,·786,·792,·808,·814,·816,·817,·821,·823,·826,·827,·832,·836,·846,·856,·867,·870,·872,·873,·874,·875,·876,·877,·882,·884,·892,·894,·895,·901,·904,·905,·921,·925,·926,·934,·941,·977,·978,·1044,·1046,·1048,·1057,·1060,·1078,·1085,·1086,·1087,·1098,·1110,·1112,·1132,·1133,·1143,·1151,·1168,·1173,·1176,·1177,·1189,·1190,·1205,·1221,·1226,·1229,·1230,·1232,·1243,·1244,·1245,·1247,·1257,·1258,·1289,·1292,·1294,·1295,·1317,·1318,·1333,·1351,·1356,·1359,·1360,·1363,·1367,·1375,·1376,·1381,·1388,·1389,·1392,·1411,·1413,·1424,·1429,·1432,·1437,·1438,·1483,·1491,·1508,·1512,·1514,·1515,·1527,·1550,·1573,·1596,·1625,·1648,·1677,·1700,·1746,·1762,·1764,·1766,·1767,·1798,·1816,·1819,·1821,·1822,·1833,·1834,·1849,·1865,·1871,·1874,·1875,·1923,·1928,·1932,·1933,·1952,·1954,·1960,·1962,·1968,·1970,·1973,·1975,·1977,·1978,·1980,·1981,·2003,·2012,·2039,·2048,·2049,·2096,·2106,·2115,·2116,·2121,·2124,·2132,·2133,·2138,·2146,·2157,·2159,·2216,·2222,·2232,·2233,·2248,·2263,·2290,·2292,·2295,·2297,·2307,·2309,·2310,·2314,·2317,·2329,·2346,·2351,·2355,·2357,·2358,·2360,·2369,·2391,·2392,·2396,·2399,·2401,·2402,·2404,·2413,·2435,·2436,·2440,·2443,·2445,·2446,·2456,·2479,·2488,·2489,·2491,·2501,·2509,·2511,·2521,·2529,·2530,·2532,·2535,·2543,·2544,·2549,·2557,·2560,·2578,·2580,·2589,·2593,·2596,·2601,·2602,·2604,·2607,·2610,·2611,·2617,·2618,·2619,·2620,·2624,·2625,·2631,·2632,·2633,·2634,·2635,·2637,·2638,·2641,·2644,·2645,·2648,·2656,·2657,·2662,·2669,·2670,·2673,·2690,·2692,·2700,·2704,·2707,·2712,·2713,·2715,·2722,·2724,·2727,·2732,·2736,·2737,·2742,·2750,·2753,·2773,·2775,·2786,·2790,·2793,·2798,·2799,·2801,·2803,·2806,·2815,·2816,·2821,·2830,·2833,·2850,·2852,·2859,·2861,·2865,·2868,·2873,·2874,·2877,·2881,·2885,·2887,·2890,·2898,·2899,·2904,·2912,·2915,·2932,·2934,·2942,·2946,·2949,·2954,·2955,·2957,·2958,·2959,·2964,·2966,·2967,·2973,·2975,·2976,·2994,·2997,·2998,·2999,·3000,·3001,·3002,·3003,·3004,·3006,·3007,·3008,·3009,·3010,·3016,·3032,·3055,·3056,·3057,·3085,·3086,·3087,·3097,·3101,·3102,·3104,·3109,·3118],6022 ········fals:·[34,·76,·79,·81,·82,·84,·92,·104,·106,·108,·109,·110,·139,·141,·147,·157,·165,·175,·191,·194,·196,·197,·201,·209,·219,·232,·235,·237,·238,·242,·243,·250,·260,·272,·275,·277,·278,·282,·292,·303,·320,·323,·325,·326,·330,·341,·347,·355,·365,·380,·383,·385,·386,·390,·399,·410,·425,·428,·430,·431,·435,·446,·452,·462,·473,·490,·493,·495,·496,·498,·510,·538,·543,·545,·546,·549,·557,·558,·566,·567,·568,·569,·570,·572,·578,·584,·590,·599,·605,·770,·774,·779,·786,·792,·808,·814,·816,·817,·821,·823,·826,·827,·832,·836,·846,·856,·867,·870,·872,·873,·874,·875,·876,·877,·882,·884,·892,·894,·895,·901,·904,·905,·921,·925,·926,·934,·941,·977,·978,·1044,·1046,·1048,·1057,·1060,·1078,·1085,·1086,·1087,·1098,·1110,·1112,·1132,·1133,·1143,·1151,·1168,·1173,·1176,·1177,·1189,·1190,·1205,·1221,·1226,·1229,·1230,·1232,·1243,·1244,·1245,·1247,·1257,·1258,·1289,·1292,·1294,·1295,·1317,·1318,·1333,·1351,·1356,·1359,·1360,·1363,·1367,·1375,·1376,·1381,·1388,·1389,·1392,·1411,·1413,·1424,·1429,·1432,·1437,·1438,·1483,·1491,·1508,·1512,·1514,·1515,·1527,·1550,·1573,·1596,·1625,·1648,·1677,·1700,·1746,·1762,·1764,·1766,·1767,·1798,·1816,·1819,·1821,·1822,·1833,·1834,·1849,·1865,·1871,·1874,·1875,·1923,·1928,·1932,·1933,·1952,·1954,·1960,·1962,·1968,·1970,·1973,·1975,·1977,·1978,·1980,·1981,·2003,·2012,·2039,·2048,·2049,·2096,·2106,·2115,·2116,·2121,·2124,·2132,·2133,·2138,·2146,·2157,·2159,·2216,·2222,·2232,·2233,·2248,·2263,·2290,·2292,·2295,·2297,·2307,·2309,·2310,·2314,·2317,·2329,·2346,·2351,·2355,·2357,·2358,·2360,·2369,·2391,·2392,·2396,·2399,·2401,·2402,·2404,·2413,·2435,·2436,·2440,·2443,·2445,·2446,·2456,·2479,·2488,·2489,·2491,·2501,·2509,·2511,·2521,·2529,·2530,·2532,·2535,·2543,·2544,·2549,·2557,·2560,·2578,·2580,·2589,·2593,·2596,·2601,·2602,·2604,·2607,·2610,·2611,·2617,·2618,·2619,·2620,·2624,·2625,·2631,·2632,·2633,·2634,·2635,·2637,·2638,·2641,·2644,·2645,·2648,·2656,·2657,·2662,·2669,·2670,·2673,·2690,·2692,·2700,·2704,·2707,·2712,·2713,·2715,·2722,·2724,·2727,·2732,·2736,·2737,·2742,·2750,·2753,·2773,·2775,·2786,·2790,·2793,·2798,·2799,·2801,·2803,·2806,·2815,·2816,·2821,·2830,·2833,·2850,·2852,·2859,·2861,·2865,·2868,·2873,·2874,·2877,·2881,·2885,·2887,·2890,·2898,·2899,·2904,·2912,·2915,·2932,·2934,·2942,·2946,·2949,·2954,·2955,·2957,·2958,·2959,·2964,·2966,·2967,·2973,·2975,·2976,·2994,·2997,·2998,·2999,·3000,·3001,·3002,·3003,·3004,·3006,·3007,·3008,·3009,·3010,·3016,·3032,·3055,·3056,·3057,·3085,·3086,·3087,·3097,·3101,·3102,·3104,·3109,·3118],
6023 ········false_valu:·3,6023 ········false_valu:·3,
Offset 6370, 14 lines modifiedOffset 6370, 15 lines modified
6370 ········getattr:·[2,·3],6370 ········getattr:·[2,·3],
6371 ········getdefaultencod:·1961,6371 ········getdefaultencod:·1961,
6372 ········getenv:·3104,6372 ········getenv:·3104,
6373 ········geterror:·3103,6373 ········geterror:·3103,
6374 ········getpreferredencod:·[925,·934],6374 ········getpreferredencod:·[925,·934],
6375 ········getrespons:·[2,·3],6375 ········getrespons:·[2,·3],
6376 ········gettingstart:·3104,6376 ········gettingstart:·3104,
 6377 ········geweigerd:·3,
6377 ········giampieri:·3107,6378 ········giampieri:·3107,
6378 ········gibb:·[2489,·2509],6379 ········gibb:·[2489,·2509],
6379 ········gill:·[10,·11,·12,·24,·27,·3088],6380 ········gill:·[10,·11,·12,·24,·27,·3088],
6380 ········gillespi:·147,6381 ········gillespi:·147,
6381 ········gist:·3094,6382 ········gist:·3094,
6382 ········git:·[137,·143,·3094,·3104,·3107,·3108,·3109,·3110],6383 ········git:·[137,·143,·3094,·3104,·3107,·3108,·3109,·3110],
6383 ········github:·[0,·137,·139,·143,·151,·152,·3091,·3094,·3103,·3104,·3107,·3108,·3109,·3110],6384 ········github:·[0,·137,·139,·143,·151,·152,·3091,·3094,·3103,·3104,·3107,·3108,·3109,·3110],
Offset 7867, 14 lines modifiedOffset 7868, 15 lines modified
7867 ········n_row:·2137,7868 ········n_row:·2137,
7868 ········n_skip:·[907,·910],7869 ········n_skip:·[907,·910],
7869 ········n_sub:·1060,7870 ········n_sub:·1060,
7870 ········n_totob:·[140,·2332,·2415,·3040],7871 ········n_totob:·[140,·2332,·2415,·3040],
7871 ········n_trial:·[818,·1523,·2108],7872 ········n_trial:·[818,·1523,·2108],
7872 ········na_filt:·3,7873 ········na_filt:·3,
7873 ········na_valu:·3,7874 ········na_valu:·3,
 7875 ········naamsherleid:·2,
7874 ········nabov:·27,7876 ········nabov:·27,
7875 ········nacf:·2009,7877 ········nacf:·2009,
7876 ········nadaraya:·1079,7878 ········nadaraya:·1079,
7877 ········nag:·[2978,·2979],7879 ········nag:·[2978,·2979],
7878 ········naiv:·[522,·763,·766,·779,·782,·812,·813,·1981,·2529,·3104,·3108],7880 ········naiv:·[522,·763,·766,·779,·782,·812,·813,·1981,·2529,·3104,·3108],
7879 ········name:·[1,·2,·3,·4,·5,·6,·7,·8,·9,·10,·11,·12,·13,·14,·15,·16,·17,·18,·19,·20,·21,·22,·23,·24,·25,·26,·27,·28,·29,·30,·31,·33,·34,·35,·36,·63,·75,·82,·103,·109,·121,·136,·137,·139,·141,·149,·150,·187,·193,·197,·230,·234,·238,·271,·274,·278,·315,·322,·326,·327,·378,·386,·423,·427,·431,·485,·492,·496,·502,·537,·546,·557,·616,·792,·793,·795,·798,·817,·837,·856,·857,·858,·861,·869,·873,·876,·877,·878,·894,·895,·898,·899,·901,·903,·906,·911,·920,·922,·923,·932,·935,·940,·941,·948,·1051,·1163,·1172,·1177,·1216,·1225,·1230,·1247,·1271,·1283,·1287,·1291,·1295,·1346,·1355,·1360,·1423,·1426,·1431,·1438,·1506,·1511,·1515,·1522,·1528,·1551,·1570,·1574,·1597,·1626,·1649,·1678,·1701,·1761,·1767,·1814,·1822,·1860,·1870,·1875,·1877,·1895,·1926,·1927,·1947,·1954,·1960,·2021,·2040,·2134,·2135,·2141,·2161,·2313,·2314,·2348,·2358,·2394,·2402,·2438,·2446,·2591,·2595,·2602,·2604,·2617,·2618,·2619,·2620,·2631,·2632,·2633,·2634,·2635,·2638,·2702,·2706,·2713,·2715,·2717,·2788,·2792,·2799,·2801,·2863,·2867,·2874,·2883,·2884,·2944,·2948,·2955,·2973,·2980,·2983,·2984,·2986,·3025,·3031,·3040,·3052,·3087,·3103,·3104,·3107,·3108,·3109,·3110,·3114,·3118],7881 ········name:·[1,·2,·3,·4,·5,·6,·7,·8,·9,·10,·11,·12,·13,·14,·15,·16,·17,·18,·19,·20,·21,·22,·23,·24,·25,·26,·27,·28,·29,·30,·31,·33,·34,·35,·36,·63,·75,·82,·103,·109,·121,·136,·137,·139,·141,·149,·150,·187,·193,·197,·230,·234,·238,·271,·274,·278,·315,·322,·326,·327,·378,·386,·423,·427,·431,·485,·492,·496,·502,·537,·546,·557,·616,·792,·793,·795,·798,·817,·837,·856,·857,·858,·861,·869,·873,·876,·877,·878,·894,·895,·898,·899,·901,·903,·906,·911,·920,·922,·923,·932,·935,·940,·941,·948,·1051,·1163,·1172,·1177,·1216,·1225,·1230,·1247,·1271,·1283,·1287,·1291,·1295,·1346,·1355,·1360,·1423,·1426,·1431,·1438,·1506,·1511,·1515,·1522,·1528,·1551,·1570,·1574,·1597,·1626,·1649,·1678,·1701,·1761,·1767,·1814,·1822,·1860,·1870,·1875,·1877,·1895,·1926,·1927,·1947,·1954,·1960,·2021,·2040,·2134,·2135,·2141,·2161,·2313,·2314,·2348,·2358,·2394,·2402,·2438,·2446,·2591,·2595,·2602,·2604,·2617,·2618,·2619,·2620,·2631,·2632,·2633,·2634,·2635,·2638,·2702,·2706,·2713,·2715,·2717,·2788,·2792,·2799,·2801,·2863,·2867,·2874,·2883,·2884,·2944,·2948,·2955,·2973,·2980,·2983,·2984,·2986,·3025,·3031,·3040,·3052,·3087,·3103,·3104,·3107,·3108,·3109,·3110,·3114,·3118],
7880 ········nameerror:·[2,·3],7882 ········nameerror:·[2,·3],
Offset 8024, 14 lines modifiedOffset 8026, 15 lines modified
8024 ········notat:·[61,·95,·152,·172,·216,·257,·300,·362,·397,·407,·470,·527,·783,·842,·935,·1141,·1197,·1269,·1325,·1398,·1497,·1749,·1801,·1841,·1877,·1895,·2118,·2337,·2379,·2423,·2483,·2567,·2679,·2762,·2839,·2877,·2921,·2994,·3098,·3118],8026 ········notat:·[61,·95,·152,·172,·216,·257,·300,·362,·397,·407,·470,·527,·783,·842,·935,·1141,·1197,·1269,·1325,·1398,·1497,·1749,·1801,·1841,·1877,·1895,·2118,·2337,·2379,·2423,·2483,·2567,·2679,·2762,·2839,·2877,·2921,·2994,·3098,·3118],
8025 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45,·2647,·2648,·2655,·2656,·2657,·2661,·2662,·2663,·2664,·2665,·2666,·2667,·2668,·2670,·2671,·2672,·2673,·2678,·2679,·2686,·2692,·2699,·2701,·2704,·2705,·2708,·2709,·2710,·2712,·2717,·2718,·2722,·2724,·2726,·2727,·2729,·2732,·2735,·2736,·2737,·2741,·2742,·2743,·2744,·2745,·2746,·2747,·2748,·2750,·2751,·2752,·2761,·2762,·2769,·2775,·2785,·2787,·2790,·2791,·2794,·2795,·2796,·2798,·2801,·2803,·2805,·2806,·2814,·2815,·2816,·2820,·2821,·2822,·2823,·2824,·2825,·2826,·2828,·2830,·2833,·2838,·2839,·2846,·2852,·2859,·2860,·2862,·2865,·2866,·2869,·2870,·2871,·2873,·2876,·2877,·2878,·2880,·2881,·2882,·2885,·2887,·2889,·2890,·2897,·2898,·2899,·2903,·2904,·2905,·2906,·2907,·2908,·2909,·2910,·2912,·2913,·2915,·2920,·2921,·2928,·2934,·2941,·2943,·2946,·2947,·2950,·2951,·2952,·2954,·2957,·2959,·2960,·2961,·2962,·2963,·2964,·2965,·2966,·2967,·2968,·2969,·2970,·2972,·2973,·2975,·2976,·2991,·2994,·2997,·2998,·3001,·3002,·3003,·3016,·3017,·3028,·3029,·3030,·3032,·3036,·3040,·3044,·3045,·3049,·3050,·3051,·3055,·3056,·3057,·3062,·3081,·3082,·3085,·3086,·3088,·3092,·3093,·3100,·3101,·3102,·3103,·3104,·3109,·3114,·3115,·3118],8027 ········note:·[0,·2,·31,·34,·35,·36,·38,·39,·41,·56,·60,·61,·65,·76,·81,·84,·85,·92,·94,·95,·96,·104,·108,·110,·112,·117,·135,·136,·137,·143,·157,·158,·159,·171,·172,·173,·175,·183,·188,·189,·190,·191,·196,·201,·202,·203,·209,·215,·216,·217,·219,·231,·232,·237,·242,·243,·244,·256,·257,·258,·260,·272,·277,·280,·282,·283,·284,·285,·288,·289,·290,·291,·293,·294,·299,·300,·301,·303,·311,·316,·317,·318,·319,·320,·325,·327,·328,·330,·331,·332,·333,·336,·337,·338,·339,·341,·342,·343,·347,·348,·349,·355,·361,·362,·363,·365,·374,·379,·380,·385,·390,·391,·392,·397,·399,·406,·407,·408,·410,·424,·425,·430,·433,·435,·437,·438,·439,·442,·443,·444,·445,·446,·447,·448,·450,·452,·453,·454,·455,·458,·459,·460,·461,·463,·464,·469,·470,·471,·473,·481,·486,·487,·488,·489,·490,·495,·500,·501,·510,·511,·512,·517,·518,·520,·521,·526,·527,·528,·529,·535,·538,·539,·545,·551,·552,·557,·561,·563,·564,·573,·579,·585,·589,·591,·600,·604,·606,·610,·611,·614,·616,·617,·619,·621,·623,·626,·627,·628,·630,·632,·634,·635,·636,·637,·639,·641,·643,·644,·645,·646,·647,·648,·650,·652,·653,·654,·655,·656,·657,·659,·661,·662,·663,·664,·666,·668,·670,·671,·672,·673,·674,·675,·677,·679,·680,·681,·682,·683,·684,·686,·688,·689,·691,·697,·698,·699,·700,·701,·703,·704,·706,·709,·710,·711,·713,·714,·715,·716,·718,·719,·721,·723,·724,·726,·728,·729,·730,·731,·733,·734,·735,·736,·738,·739,·740,·741,·743,·744,·745,·746,·749,·751,·753,·754,·755,·756,·758,·759,·761,·763,·766,·767,·768,·770,·779,·782,·783,·784,·786,·793,·808,·816,·818,·819,·821,·823,·824,·825,·832,·836,·837,·841,·842,·844,·857,·867,·872,·875,·878,·879,·880,·882,·891,·892,·893,·897,·898,·901,·904,·905,·910,·911,·915,·916,·918,·922,·924,·925,·926,·927,·932,·935,·936,·944,·951,·960,·966,·980,·982,·990,·997,·999,·1007,·1013,·1015,·1023,·1029,·1031,·1039,·1044,·1048,·1049,·1050,·1052,·1053,·1054,·1055,·1058,·1059,·1062,·1063,·1064,·1065,·1067,·1068,·1069,·1070,·1074,·1077,·1079,·1081,·1084,·1086,·1087,·1088,·1089,·1090,·1094,·1095,·1098,·1099,·1100,·1101,·1106,·1107,·1110,·1111,·1112,·1113,·1114,·1119,·1131,·1132,·1133,·1135,·1136,·1141,·1146,·1151,·1160,·1168,·1176,·1179,·1188,·1189,·1190,·1192,·1197,·1201,·1205,·1221,·1229,·1232,·1233,·1234,·1235,·1239,·1240,·1244,·1245,·1246,·1247,·1254,·1255,·1256,·1257,·1262,·1265,·1268,·1269,·1273,·1283,·1289,·1294,·1296,·1298,·1299,·1304,·1316,·1317,·1318,·1320,·1325,·1329,·1333,·1351,·1359,·1362,·1366,·1367,·1374,·1375,·1376,·1380,·1381,·1382,·1383,·1384,·1385,·1386,·1387,·1389,·1390,·1391,·1397,·1398,·1405,·1406,·1407,·1413,·1420,·1421,·1422,·1423,·1425,·1428,·1429,·1430,·1433,·1434,·1435,·1437,·1442,·1452,·1457,·1462,·1465,·1472,·1475,·1477,·1481,·1484,·1489,·1491,·1496,·1497,·1498,·1508,·1514,·1518,·1519,·1523,·1526,·1527,·1528,·1539,·1549,·1550,·1551,·1562,·1572,·1573,·1574,·1585,·1595,·1596,·1597,·1608,·1616,·1617,·1618,·1620,·1624,·1625,·1626,·1637,·1647,·1648,·1649,·1660,·1674,·1676,·1677,·1678,·1689,·1699,·1700,·1701,·1712,·1720,·1724,·1725,·1726,·1729,·1730,·1731,·1732,·1733,·1735,·1746,·1748,·1749,·1750,·1762,·1766,·1768,·1769,·1770,·1775,·1779,·1780,·1781,·1782,·1785,·1798,·1800,·1801,·1802,·1816,·1821,·1832,·1833,·1834,·1836,·1841,·1845,·1849,·1865,·1874,·1878,·1879,·1881,·1884,·1895,·1896,·1897,·1898,·1899,·1902,·1924,·1927,·1946,·1947,·1954,·1956,·1960,·1968,·1969,·1970,·1971,·1972,·1974,·1975,·1978,·1979,·1980,·1981,·1985,·1988,·1991,·2001,·2002,·2005,·2007,·2008,·2015,·2017,·2018,·2021,·2028,·2036,·2038,·2039,·2050,·2063,·2064,·2070,·2092,·2094,·2095,·2096,·2097,·2098,·2100,·2102,·2103,·2104,·2105,·2106,·2107,·2108,·2110,·2112,·2113,·2115,·2116,·2117,·2118,·2121,·2122,·2124,·2125,·2126,·2127,·2128,·2131,·2134,·2135,·2138,·2139,·2140,·2141,·2145,·2146,·2157,·2159,·2161,·2169,·2171,·2180,·2181,·2182,·2184,·2186,·2188,·2189,·2190,·2192,·2194,·2196,·2198,·2200,·2202,·2204,·2206,·2207,·2208,·2209,·2210,·2214,·2216,·2217,·2218,·2219,·2220,·2221,·2222,·2223,·2224,·2225,·2226,·2227,·2232,·2233,·2234,·2236,·2237,·2238,·2239,·2241,·2242,·2243,·2249,·2250,·2252,·2253,·2263,·2270,·2275,·2276,·2283,·2284,·2286,·2287,·2288,·2290,·2292,·2293,·2295,·2297,·2298,·2299,·2300,·2301,·2302,·2303,·2304,·2305,·2306,·2307,·2308,·2309,·2310,·2311,·2312,·2313,·2314,·2323,·2324,·2328,·2329,·2330,·2336,·2337,·2338,·2346,·2351,·2357,·2359,·2360,·2361,·2363,·2366,·2369,·2370,·2378,·2379,·2380,·2382,·2391,·2392,·2396,·2401,·2403,·2404,·2405,·2407,·2410,·2413,·2414,·2415,·2422,·2423,·2424,·2435,·2436,·2440,·2445,·2447,·2449,·2454,·2455,·2457,·2458,·2459,·2460,·2461,·2463,·2464,·2465,·2466,·2467,·2468,·2471,·2474,·2476,·2477,·2479,·2480,·2481,·2482,·2483,·2486,·2488,·2489,·2491,·2492,·2498,·2503,·2509,·2511,·2512,·2518,·2523,·2529,·2530,·2532,·2534,·2535,·2542,·2543,·2544,·2548,·2549,·2550,·2551,·2552,·2553,·2554,·2555,·2557,·2558,·2560,·2565,·2566,·2567,·2574,·2580,·2587,·2588,·2590,·2593,·2594,·2597,·2598,·2599,·2601,·2605,·2606,·2607,·2608,·2609,·2611,·2616,·2617,·2618,·2619,·2620,·2621,·2623,·2625,·2630,·2631,·2632,·2633,·2634,·2635,·2636,·2639,·2640,·2641,·2642,·2643,·2645,·2647,·2648,·2655,·2656,·2657,·2661,·2662,·2663,·2664,·2665,·2666,·2667,·2668,·2670,·2671,·2672,·2673,·2678,·2679,·2686,·2692,·2699,·2701,·2704,·2705,·2708,·2709,·2710,·2712,·2717,·2718,·2722,·2724,·2726,·2727,·2729,·2732,·2735,·2736,·2737,·2741,·2742,·2743,·2744,·2745,·2746,·2747,·2748,·2750,·2751,·2752,·2761,·2762,·2769,·2775,·2785,·2787,·2790,·2791,·2794,·2795,·2796,·2798,·2801,·2803,·2805,·2806,·2814,·2815,·2816,·2820,·2821,·2822,·2823,·2824,·2825,·2826,·2828,·2830,·2833,·2838,·2839,·2846,·2852,·2859,·2860,·2862,·2865,·2866,·2869,·2870,·2871,·2873,·2876,·2877,·2878,·2880,·2881,·2882,·2885,·2887,·2889,·2890,·2897,·2898,·2899,·2903,·2904,·2905,·2906,·2907,·2908,·2909,·2910,·2912,·2913,·2915,·2920,·2921,·2928,·2934,·2941,·2943,·2946,·2947,·2950,·2951,·2952,·2954,·2957,·2959,·2960,·2961,·2962,·2963,·2964,·2965,·2966,·2967,·2968,·2969,·2970,·2972,·2973,·2975,·2976,·2991,·2994,·2997,·2998,·3001,·3002,·3003,·3016,·3017,·3028,·3029,·3030,·3032,·3036,·3040,·3044,·3045,·3049,·3050,·3051,·3055,·3056,·3057,·3062,·3081,·3082,·3085,·3086,·3088,·3092,·3093,·3100,·3101,·3102,·3103,·3104,·3109,·3114,·3115,·3118],
8026 ········notebook:·[37,·147,·151,·153,·2722,·2959,·3094,·3098,·3103,·3104,·3107,·3109,·3114],8028 ········notebook:·[37,·147,·151,·153,·2722,·2959,·3094,·3098,·3103,·3104,·3107,·3109,·3114],
8027 ········noth:·[693,·793,·857,·1121,·1306,·3085,·3086,·3097],8029 ········noth:·[693,·793,·857,·1121,·1306,·3085,·3086,·3097],
8028 ········notic:·[3,·141,·150,·3087],8030 ········notic:·[3,·141,·150,·3087],
8029 ········notimpl:·340,8031 ········notimpl:·340,
8030 ········notimplementederror:·2214,8032 ········notimplementederror:·2214,
 8033 ········nov:·[145,·150,·153,·3088,·3093,·3102,·3118],
8031 ········novikova:·3107,8034 ········novikova:·3107,
8032 ········now:·[4,·135,·136,·139,·143,·175,·188,·189,·219,·260,·303,·316,·318,·365,·410,·473,·486,·488,·656,·786,·935,·1247,·1528,·1551,·1574,·1597,·1626,·1649,·1678,·1701,·1744,·1985,·2124,·2325,·2359,·2403,·2880,·3104,·3106,·3107,·3108,·3110],8035 ········now:·[4,·135,·136,·139,·143,·175,·188,·189,·219,·260,·303,·316,·318,·365,·410,·473,·486,·488,·656,·786,·935,·1247,·1528,·1551,·1574,·1597,·1626,·1649,·1678,·1701,·1744,·1985,·2124,·2325,·2359,·2403,·2880,·3104,·3106,·3107,·3108,·3110],
8033 ········npar:·[1974,·2095],8036 ········npar:·[1974,·2095],
8034 ········nparrai:·[2309,·2310],8037 ········nparrai:·[2309,·2310],
8035 ········npo:·2010,8038 ········npo:·2010,
8036 ········npredict:·[1411,·1424,·2589,·2690,·2700,·2786,·2861,·2942],8039 ········npredict:·[1411,·1424,·2589,·2690,·2700,·2786,·2861,·2942],
8037 ········npy:·935,8040 ········npy:·935,
Offset 8091, 15 lines modifiedOffset 8094, 15 lines modified
8091 ········obtain:·[0,·2,·9,·13,·23,·25,·28,·31,·36,·147,·153,·512,·517,·529,·551,·594,·763,·792,·821,·827,·834,·856,·907,·910,·911,·1244,·1246,·1447,·1467,·1731,·1780,·1879,·1895,·1897,·1939,·1968,·1969,·1970,·1971,·1979,·2036,·2092,·2104,·2107,·2159,·2360,·2404,·2415,·2605,·2639,·2959,·2964,·2972,·3088,·3093,·3107,·3108],8094 ········obtain:·[0,·2,·9,·13,·23,·25,·28,·31,·36,·147,·153,·512,·517,·529,·551,·594,·763,·792,·821,·827,·834,·856,·907,·910,·911,·1244,·1246,·1447,·1467,·1731,·1780,·1879,·1895,·1897,·1939,·1968,·1969,·1970,·1971,·1979,·2036,·2092,·2104,·2107,·2159,·2360,·2404,·2415,·2605,·2639,·2959,·2964,·2972,·3088,·3093,·3107,·3108],
8092 ········occasion:·3094,8095 ········occasion:·3094,
8093 ········occup:·[15,·31],8096 ········occup:·[15,·31],
8094 ········occupation_husb:·15,8097 ········occupation_husb:·15,
8095 ········occur:·[2,·3,·75,·103,·147,·187,·230,·271,·315,·378,·423,·485,·500,·511,·537,·548,·766,·798,·861,·880,·1163,·1216,·1246,·1287,·1346,·1426,·1506,·1761,·1814,·1860,·2064,·2348,·2394,·2438,·2591,·2702,·2729,·2788,·2863,·2944,·3101,·3104,·3105],8098 ········occur:·[2,·3,·75,·103,·147,·187,·230,·271,·315,·378,·423,·485,·500,·511,·537,·548,·766,·798,·861,·880,·1163,·1216,·1246,·1287,·1346,·1426,·1506,·1761,·1814,·1860,·2064,·2348,·2394,·2438,·2591,·2702,·2729,·2788,·2863,·2944,·3101,·3104,·3105],
8096 ········occurr:·[8,·964,·975],8099 ········occurr:·[8,·964,·975],
8097 ········ocean:·[13,·880,·881],8100 ········ocean:·[13,·880,·881],
8098 ········oct:·[145,·150,·153,·3088,·3093,·3102,·3114,·3118],8101 ········oct:·3114,
8099 ········octal:·935,8102 ········octal:·935,
8100 ········octil:·2241,8103 ········octil:·2241,
8101 ········octob:·[1131,·1188,·1316,·1832],8104 ········octob:·[1131,·1188,·1316,·1832],
8102 ········odd:·[2,·589,·592,·594,·595,·2039,·2042,·2045,·2048,·2049,·2050,·2064,·2075,·2076,·2084,·2085,·3108],8105 ········odd:·[2,·589,·592,·594,·595,·2039,·2042,·2045,·2048,·2049,·2050,·2064,·2075,·2076,·2084,·2085,·3108],
8103 ········oddsratio:·[2,·2064],8106 ········oddsratio:·[2,·2064],
8104 ········oddsratio_pool:·2039,8107 ········oddsratio_pool:·2039,
8105 ········oecd:·149,8108 ········oecd:·149,
Offset 8578, 14 lines modifiedOffset 8581, 15 lines modified
8578 ········probabil:·880,8581 ········probabil:·880,
8579 ········probabl:·[2,·53,·136,·143,·147,·164,·167,·175,·208,·211,·219,·249,·252,·260,·291,·295,·303,·333,·354,·357,·365,·379,·398,·402,·410,·445,·461,·465,·473,·548,·550,·551,·552,·592,·611,·620,·686,·701,·704,·705,·706,·720,·721,·746,·749,·750,·751,·761,·763,·773,·776,·777,·786,·874,·875,·882,·883,·884,·1055,·1065,·1068,·1070,·1527,·1531,·1532,·1534,·1540,·1541,·1550,·1554,·1555,·1557,·1563,·1564,·1573,·1577,·1578,·1580,·1586,·1587,·1596,·1600,·1601,·1603,·1609,·1610,·1625,·1629,·1630,·1632,·1638,·1639,·1648,·1652,·1653,·1655,·1661,·1662,·1677,·1681,·1682,·1684,·1690,·1691,·1700,·1704,·1705,·1707,·1713,·1714,·1974,·1980,·2035,·2042,·2045,·2047,·2050,·2075,·2079,·2084,·2088,·2091,·2095,·2117,·2133,·2136,·2185,·2186,·2189,·2190,·2193,·2194,·2197,·2198,·2201,·2202,·2205,·2206,·2207,·2208,·2209,·2210,·2214,·2216,·2220,·2221,·2240,·2263,·2391,·2392,·2435,·2436,·2489,·2495,·2497,·2498,·2501,·2503,·2509,·2515,·2517,·2518,·2521,·2523,·3097,·3098,·3106,·3107],8582 ········probabl:·[2,·53,·136,·143,·147,·164,·167,·175,·208,·211,·219,·249,·252,·260,·291,·295,·303,·333,·354,·357,·365,·379,·398,·402,·410,·445,·461,·465,·473,·548,·550,·551,·552,·592,·611,·620,·686,·701,·704,·705,·706,·720,·721,·746,·749,·750,·751,·761,·763,·773,·776,·777,·786,·874,·875,·882,·883,·884,·1055,·1065,·1068,·1070,·1527,·1531,·1532,·1534,·1540,·1541,·1550,·1554,·1555,·1557,·1563,·1564,·1573,·1577,·1578,·1580,·1586,·1587,·1596,·1600,·1601,·1603,·1609,·1610,·1625,·1629,·1630,·1632,·1638,·1639,·1648,·1652,·1653,·1655,·1661,·1662,·1677,·1681,·1682,·1684,·1690,·1691,·1700,·1704,·1705,·1707,·1713,·1714,·1974,·1980,·2035,·2042,·2045,·2047,·2050,·2075,·2079,·2084,·2088,·2091,·2095,·2117,·2133,·2136,·2185,·2186,·2189,·2190,·2193,·2194,·2197,·2198,·2201,·2202,·2205,·2206,·2207,·2208,·2209,·2210,·2214,·2216,·2220,·2221,·2240,·2263,·2391,·2392,·2435,·2436,·2489,·2495,·2497,·2498,·2501,·2503,·2509,·2515,·2517,·2518,·2521,·2523,·3097,·3098,·3106,·3107],
8580 ········probit:·[38,·138,·141,·145,·465,·487,·610,·763,·818,·2141,·3091,·3093,·3101,·3104,·3106,·3107],8583 ········probit:·[38,·138,·141,·145,·465,·487,·610,·763,·818,·2141,·3091,·3093,·3101,·3104,·3106,·3107],
8581 ········probit_mod:·38,8584 ········probit_mod:·38,
8582 ········probit_r:·38,8585 ········probit_r:·38,
8583 ········probitcg:·3104,8586 ········probitcg:·3104,
8584 ········probitresult:·[138,·3093],8587 ········probitresult:·[138,·3093],
 8588 ········probleem:·2,
8585 ········problem:·[0,·22,·36,·38,·65,·81,·96,·108,·137,·139,·144,·149,·150,·152,·158,·173,·196,·202,·217,·237,·243,·258,·277,·283,·301,·325,·331,·348,·363,·385,·391,·408,·430,·437,·453,·471,·495,·528,·545,·784,·816,·844,·872,·1012,·1088,·1099,·1111,·1146,·1176,·1201,·1229,·1233,·1273,·1294,·1329,·1359,·1407,·1437,·1498,·1514,·1731,·1750,·1766,·1780,·1802,·1821,·1845,·1874,·1879,·1897,·2104,·2107,·2161,·2308,·2338,·2357,·2380,·2401,·2424,·2445,·2574,·2601,·2686,·2712,·2769,·2798,·2846,·2873,·2885,·2928,·2954,·3096,·3103,·3104,·3106,·3110,·3113,·3118],8589 ········problem:·[0,·22,·36,·38,·65,·81,·96,·108,·137,·139,·144,·149,·150,·152,·158,·173,·196,·202,·217,·237,·243,·258,·277,·283,·301,·325,·331,·348,·363,·385,·391,·408,·430,·437,·453,·471,·495,·528,·545,·784,·816,·844,·872,·1012,·1088,·1099,·1111,·1146,·1176,·1201,·1229,·1233,·1273,·1294,·1329,·1359,·1407,·1437,·1498,·1514,·1731,·1750,·1766,·1780,·1802,·1821,·1845,·1874,·1879,·1897,·2104,·2107,·2161,·2308,·2338,·2357,·2380,·2401,·2424,·2445,·2574,·2601,·2686,·2712,·2769,·2798,·2846,·2873,·2885,·2928,·2954,·3096,·3103,·3104,·3106,·3110,·3113,·3118],
8586 ········problemat:·1086,8590 ········problemat:·1086,
8587 ········probplot:·[144,·892,·893,·3093,·3104,·3107],8591 ········probplot:·[144,·892,·893,·3093,·3104,·3107],
8588 ········probs0:·2133,8592 ········probs0:·2133,
8589 ········probs1:·2133,8593 ········probs1:·2133,
8590 ········proce:·3094,8594 ········proce:·3094,
8591 ········procedur:·[2,·147,·1105,·1296,·1939,·1947,·1956,·1960,·2028,·2036,·2039,·2048,·2050,·2064,·2070,·2092,·2095,·2159,·2206,·2208,·2216,·3085,·3086,·3092,·3093,·3103,·3108],8595 ········procedur:·[2,·147,·1105,·1296,·1939,·1947,·1956,·1960,·2028,·2036,·2039,·2048,·2050,·2064,·2070,·2092,·2095,·2159,·2206,·2208,·2216,·3085,·3086,·3092,·3093,·3103,·3108],
Offset 8913, 15 lines modifiedOffset 8917, 14 lines modified
8913 ········refactor:·[135,·139,·333,·1985,·2134,·2135,·3103,·3104,·3106,·3107,·3109,·3110],8917 ········refactor:·[135,·139,·333,·1985,·2134,·2135,·3103,·3104,·3106,·3107,·3109,·3110],
8914 ········refer:·[3,·4,·36,·82,·92,·109,·110,·137,·150,·183,·197,·238,·278,·279,·311,·326,·327,·374,·386,·387,·431,·432,·449,·481,·496,·546,·551,·571,·574,·580,·586,·589,·593,·601,·616,·647,·697,·763,·793,·817,·818,·820,·857,·873,·874,·875,·879,·880,·881,·883,·884,·885,·891,·892,·893,·894,·898,·916,·935,·1049,·1050,·1061,·1063,·1066,·1067,·1068,·1072,·1080,·1086,·1112,·1177,·1230,·1246,·1295,·1296,·1297,·1360,·1362,·1374,·1375,·1376,·1377,·1405,·1406,·1420,·1421,·1422,·1433,·1438,·1465,·1466,·1481,·1491,·1515,·1618,·1620,·1730,·1738,·1767,·1779,·1789,·1822,·1875,·1878,·1888,·1896,·1906,·1939,·1947,·1960,·1964,·1974,·1978,·1980,·2013,·2028,·2037,·2050,·2062,·2070,·2093,·2095,·2104,·2110,·2112,·2115,·2116,·2117,·2118,·2121,·2122,·2124,·2131,·2136,·2138,·2141,·2147,·2157,·2160,·2166,·2182,·2214,·2216,·2217,·2227,·2232,·2263,·2289,·2290,·2291,·2292,·2294,·2295,·2296,·2297,·2309,·2310,·2311,·2312,·2323,·2329,·2332,·2346,·2358,·2359,·2391,·2392,·2402,·2403,·2415,·2435,·2436,·2446,·2474,·2481,·2482,·2484,·2485,·2488,·2489,·2509,·2530,·2542,·2543,·2544,·2545,·2588,·2597,·2602,·2655,·2656,·2657,·2658,·2674,·2699,·2708,·2713,·2717,·2722,·2735,·2736,·2737,·2738,·2785,·2794,·2799,·2801,·2814,·2815,·2816,·2817,·2860,·2869,·2874,·2877,·2878,·2881,·2882,·2885,·2897,·2898,·2899,·2900,·2941,·2950,·2955,·2957,·2958,·2959,·2964,·2965,·2966,·2971,·2978,·2979,·3001,·3002,·3003,·3015,·3093,·3103,·3107,·3108,·3114],8918 ········refer:·[3,·4,·36,·82,·92,·109,·110,·137,·150,·183,·197,·238,·278,·279,·311,·326,·327,·374,·386,·387,·431,·432,·449,·481,·496,·546,·551,·571,·574,·580,·586,·589,·593,·601,·616,·647,·697,·763,·793,·817,·818,·820,·857,·873,·874,·875,·879,·880,·881,·883,·884,·885,·891,·892,·893,·894,·898,·916,·935,·1049,·1050,·1061,·1063,·1066,·1067,·1068,·1072,·1080,·1086,·1112,·1177,·1230,·1246,·1295,·1296,·1297,·1360,·1362,·1374,·1375,·1376,·1377,·1405,·1406,·1420,·1421,·1422,·1433,·1438,·1465,·1466,·1481,·1491,·1515,·1618,·1620,·1730,·1738,·1767,·1779,·1789,·1822,·1875,·1878,·1888,·1896,·1906,·1939,·1947,·1960,·1964,·1974,·1978,·1980,·2013,·2028,·2037,·2050,·2062,·2070,·2093,·2095,·2104,·2110,·2112,·2115,·2116,·2117,·2118,·2121,·2122,·2124,·2131,·2136,·2138,·2141,·2147,·2157,·2160,·2166,·2182,·2214,·2216,·2217,·2227,·2232,·2263,·2289,·2290,·2291,·2292,·2294,·2295,·2296,·2297,·2309,·2310,·2311,·2312,·2323,·2329,·2332,·2346,·2358,·2359,·2391,·2392,·2402,·2403,·2415,·2435,·2436,·2446,·2474,·2481,·2482,·2484,·2485,·2488,·2489,·2509,·2530,·2542,·2543,·2544,·2545,·2588,·2597,·2602,·2655,·2656,·2657,·2658,·2674,·2699,·2708,·2713,·2717,·2722,·2735,·2736,·2737,·2738,·2785,·2794,·2799,·2801,·2814,·2815,·2816,·2817,·2860,·2869,·2874,·2877,·2878,·2881,·2882,·2885,·2897,·2898,·2899,·2900,·2941,·2950,·2955,·2957,·2958,·2959,·2964,·2965,·2966,·2971,·2978,·2979,·3001,·3002,·3003,·3015,·3093,·3103,·3107,·3108,·3114],
8915 ········referenc:·[36,·2133,·3104,·3118],8919 ········referenc:·[36,·2133,·3104,·3118],
8916 ········refin:·[17,·158,·202,·243,·283,·331,·348,·391,·437,·453],8920 ········refin:·[17,·158,·202,·243,·283,·331,·348,·391,·437,·453],
8917 ········refit:·[510,·791,·792,·809,·823,·856,·1112],8921 ········refit:·[510,·791,·792,·809,·823,·856,·1112],
8918 ········reflect:·[2,·1255,·1274,·1288,·1374,·1375,·2542,·2543,·2655,·2656,·2735,·2736,·2814,·2815,·2897,·2898,·3098],8922 ········reflect:·[2,·1255,·1274,·1288,·1374,·1375,·2542,·2543,·2655,·2656,·2735,·2736,·2814,·2815,·2897,·2898,·3098],
8919 ········refman1:·898,8923 ········refman1:·898,
8920 ········refus:·3, 
8921 ········reg:·[3103,·3104],8924 ········reg:·[3103,·3104],
8922 ········reg_typ:·[1071,·1079],8925 ········reg_typ:·[1071,·1079],
8923 ········regardless:·[3,·552],8926 ········regardless:·[3,·552],
8924 ········regener:·139,8927 ········regener:·139,
8925 ········regim:·[2489,·2497,·2498,·2501,·2502,·2503,·2509,·2517,·2518,·2521,·2522,·2523,·3093,·3110],8928 ········regim:·[2489,·2497,·2498,·2501,·2502,·2503,·2509,·2517,·2518,·2521,·2522,·2523,·3093,·3110],
8926 ········regime_switch:·[3093,·3117],8929 ········regime_switch:·[3093,·3117],
8927 ········regime_transit:·[2495,·2515],8930 ········regime_transit:·[2495,·2515],
Offset 9033, 15 lines modifiedOffset 9036, 15 lines modified
9033 ········resid_typ:·[792,·856],9036 ········resid_typ:·[792,·856],
9034 ········resid_var:·2175,9037 ········resid_var:·2175,
9035 ········resid_work:·837,9038 ········resid_work:·837,
9036 ········residu:·[1,·2,·144,·145,·150,·188,·189,·190,·231,·316,·317,·318,·319,·379,·424,·486,·487,·488,·489,·520,·521,·533,·539,·540,·577,·604,·616,·617,·625,·626,·634,·635,·643,·644,·652,·653,·661,·662,·670,·671,·679,·680,·766,·781,·792,·793,·794,·795,·799,·801,·802,·806,·810,·811,·818,·834,·837,·846,·856,·857,·858,·882,·892,·897,·898,·900,·902,·1044,·1048,·1086,·1087,·1088,·1099,·1111,·1112,·1131,·1132,·1133,·1150,·1160,·1165,·1179,·1188,·1189,·1190,·1204,·1218,·1233,·1288,·1316,·1317,·1318,·1332,·1348,·1362,·1405,·1406,·1422,·1427,·1428,·1433,·1434,·1435,·1481,·1483,·1491,·1832,·1833,·1834,·1848,·1862,·1980,·2050,·2115,·2116,·2117,·2121,·2122,·2124,·2127,·2128,·2131,·2168,·2169,·2172,·2174,·2175,·2176,·2177,·2178,·2180,·2236,·2290,·2292,·2295,·2297,·2332,·2360,·2404,·2415,·2588,·2592,·2597,·2598,·2599,·2699,·2703,·2708,·2709,·2710,·2785,·2789,·2794,·2795,·2796,·2860,·2864,·2869,·2870,·2871,·2941,·2945,·2950,·2951,·2952,·2961,·2964,·2974,·3071,·3074,·3088,·3093,·3098,·3101,·3102,·3103,·3107,·3108,·3109,·3110,·3114],9039 ········residu:·[1,·2,·144,·145,·150,·188,·189,·190,·231,·316,·317,·318,·319,·379,·424,·486,·487,·488,·489,·520,·521,·533,·539,·540,·577,·604,·616,·617,·625,·626,·634,·635,·643,·644,·652,·653,·661,·662,·670,·671,·679,·680,·766,·781,·792,·793,·794,·795,·799,·801,·802,·806,·810,·811,·818,·834,·837,·846,·856,·857,·858,·882,·892,·897,·898,·900,·902,·1044,·1048,·1086,·1087,·1088,·1099,·1111,·1112,·1131,·1132,·1133,·1150,·1160,·1165,·1179,·1188,·1189,·1190,·1204,·1218,·1233,·1288,·1316,·1317,·1318,·1332,·1348,·1362,·1405,·1406,·1422,·1427,·1428,·1433,·1434,·1435,·1481,·1483,·1491,·1832,·1833,·1834,·1848,·1862,·1980,·2050,·2115,·2116,·2117,·2121,·2122,·2124,·2127,·2128,·2131,·2168,·2169,·2172,·2174,·2175,·2176,·2177,·2178,·2180,·2236,·2290,·2292,·2295,·2297,·2332,·2360,·2404,·2415,·2588,·2592,·2597,·2598,·2599,·2699,·2703,·2708,·2709,·2710,·2785,·2789,·2794,·2795,·2796,·2860,·2864,·2869,·2870,·2871,·2941,·2945,·2950,·2951,·2952,·2961,·2964,·2974,·3071,·3074,·3088,·3093,·3098,·3101,·3102,·3103,·3107,·3108,·3109,·3110,·3114],
9037 ········residula:·[1422,·2588,·2699,·2785,·2860,·2941],9040 ········residula:·[1422,·2588,·2699,·2785,·2860,·2941],
9038 ········resist:·3088,9041 ········resist:·3088,
9039 ········resnum:·2147,9042 ········resnum:·2147,
9040 ········resolut:·[2,·37],9043 ········resolut:·37,
9041 ········reson:·3113,9044 ········reson:·3113,
9042 ········resourc:·[3,·136,·2216],9045 ········resourc:·[3,·136,·2216],
9043 ········resp:·1954,9046 ········resp:·1954,
9044 ········respect:·[2,·91,·136,·140,·166,·210,·251,·333,·356,·400,·623,·768,·769,·910,·918,·919,·1096,·1108,·1241,·1245,·1251,·1256,·1257,·1258,·1305,·1490,·1527,·1528,·1550,·1551,·1573,·1574,·1596,·1597,·1625,·1626,·1648,·1649,·1677,·1678,·1700,·1701,·1776,·1947,·2039,·2050,·2064,·2138,·2245,·2801,·2991,·3023,·3108],9047 ········respect:·[2,·91,·136,·140,·166,·210,·251,·333,·356,·400,·623,·768,·769,·910,·918,·919,·1096,·1108,·1241,·1245,·1251,·1256,·1257,·1258,·1305,·1490,·1527,·1528,·1550,·1551,·1573,·1574,·1596,·1597,·1625,·1626,·1648,·1649,·1677,·1678,·1700,·1701,·1776,·1947,·2039,·2050,·2064,·2138,·2245,·2801,·2991,·3023,·3108],
9045 ········respnos:·837,9048 ········respnos:·837,
9046 ········respond:·[5,·874,·875],9049 ········respond:·[5,·874,·875],
9047 ········respons:·[2,·3,·10,·27,·35,·110,·140,·149,·165,·190,·209,·250,·279,·292,·319,·327,·341,·355,·387,·399,·432,·446,·449,·462,·489,·611,·612,·613,·614,·615,·616,·617,·619,·621,·622,·623,·624,·626,·627,·628,·630,·631,·632,·633,·634,·635,·636,·637,·639,·640,·641,·642,·643,·644,·645,·646,·648,·649,·650,·651,·652,·653,·654,·655,·657,·658,·659,·660,·661,·662,·663,·664,·666,·667,·668,·669,·670,·671,·672,·673,·675,·676,·677,·678,·679,·680,·681,·682,·763,·818,·819,·820,·837,·878,·898,·899,·901,·1087,·1098,·1110,·1179,·1232,·1296,·1367,·1413,·1481,·2002,·2008,·2156,·2322,·2455,·2458,·2459,·2461,·2465,·2467,·2535,·2580,·2611,·2625,·2648,·2692,·2727,·2775,·2806,·2852,·2890,·2934,·2994,·2997,·2998,·3001,·3002,·3003,·3008,·3009,·3015,·3048,·3054,·3055,·3056,·3071,·3087,·3098,·3102,·3108,·3110,·3114,·3117],9050 ········respons:·[2,·3,·10,·27,·35,·110,·140,·149,·165,·190,·209,·250,·279,·292,·319,·327,·341,·355,·387,·399,·432,·446,·449,·462,·489,·611,·612,·613,·614,·615,·616,·617,·619,·621,·622,·623,·624,·626,·627,·628,·630,·631,·632,·633,·634,·635,·636,·637,·639,·640,·641,·642,·643,·644,·645,·646,·648,·649,·650,·651,·652,·653,·654,·655,·657,·658,·659,·660,·661,·662,·663,·664,·666,·667,·668,·669,·670,·671,·672,·673,·675,·676,·677,·678,·679,·680,·681,·682,·763,·818,·819,·820,·837,·878,·898,·899,·901,·1087,·1098,·1110,·1179,·1232,·1296,·1367,·1413,·1481,·2002,·2008,·2156,·2322,·2455,·2458,·2459,·2461,·2465,·2467,·2535,·2580,·2611,·2625,·2648,·2692,·2727,·2775,·2806,·2852,·2890,·2934,·2994,·2997,·2998,·3001,·3002,·3003,·3008,·3009,·3015,·3048,·3054,·3055,·3056,·3071,·3087,·3098,·3102,·3108,·3110,·3114,·3117],
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967 -rw-r--r--···0·root·········(0)·root·········(0)····17359·2019-03-02·14:59:35.000000·./usr/share/doc/python-statsmodels/examples/executed/predict.ipynb.gz967 -rw-r--r--···0·root·········(0)·root·········(0)····17562·2019-03-02·14:59:35.000000·./usr/share/doc/python-statsmodels/examples/executed/predict.ipynb.gz
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987 drwxr-xr-x···0·root·········(0)·root·········(0)········0·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/987 drwxr-xr-x···0·root·········(0)·root·········(0)········0·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/
988 -rw-r--r--···0·root·········(0)·root·········(0)·····1605·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/arima.py988 -rw-r--r--···0·root·········(0)·root·········(0)·····1605·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/arima.py
989 -rw-r--r--···0·root·········(0)·root·········(0)······864·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/arma2.py989 -rw-r--r--···0·root·········(0)·root·········(0)······864·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/arma2.py
990 -rw-r--r--···0·root·········(0)·root·········(0)·····1262·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/dates.py990 -rw-r--r--···0·root·········(0)·root·········(0)·····1262·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/dates.py
991 -rw-r--r--···0·root·········(0)·root·········(0)·····4810·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/glsar.py991 -rw-r--r--···0·root·········(0)·root·········(0)·····4810·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/glsar.py
992 -rw-r--r--···0·root·········(0)·root·········(0)·····1999·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/ols_table.py992 -rw-r--r--···0·root·········(0)·root·········(0)·····1999·2017-02-08·15:47:08.000000·./usr/share/doc/python-statsmodels/examples/incomplete/ols_table.py
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204 ·····"output_type":·"stream",204 ·····"output_type":·"stream",
205 ·····"text":·[205 ·····"text":·[
206 ······"····························WLS·Regression·Results····························\n",206 ······"····························WLS·Regression·Results····························\n",
207 ······"==============================================================================\n",207 ······"==============================================================================\n",
208 ······"Dep.·Variable:······················y···R-squared:·······················0.400\n",208 ······"Dep.·Variable:······················y···R-squared:·······················0.400\n",
209 ······"Model:····························WLS···Adj.·R-squared:··················0.367\n",209 ······"Model:····························WLS···Adj.·R-squared:··················0.367\n",
210 ······"Method:·················Least·Squares···F-statistic:·····················193.5\n",210 ······"Method:·················Least·Squares···F-statistic:·····················193.5\n",
211 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········4.52e-11\n",211 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········4.52e-11\n",
212 ······"Time:························11:14:26···Log-Likelihood:················-119.06\n",212 ······"Time:························21:05:11···Log-Likelihood:················-119.06\n",
213 ······"No.·Observations:··················20···AIC:·····························242.1\n",213 ······"No.·Observations:··················20···AIC:·····························242.1\n",
214 ······"Df·Residuals:······················18···BIC:·····························244.1\n",214 ······"Df·Residuals:······················18···BIC:·····························244.1\n",
215 ······"Df·Model:···························1·········································\n",215 ······"Df·Model:···························1·········································\n",
216 ······"Covariance·Type:··········fixed·scale·········································\n",216 ······"Covariance·Type:··········fixed·scale·········································\n",
217 ······"==============================================================================\n",217 ······"==============================================================================\n",
218 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",218 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
219 ······"------------------------------------------------------------------------------\n",219 ······"------------------------------------------------------------------------------\n",
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discrete_choice_example.ipynb
    
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243 ·····"output_type":·"stream",243 ·····"output_type":·"stream",
244 ·····"text":·[244 ·····"text":·[
245 ······"···························Logit·Regression·Results···························\n",245 ······"···························Logit·Regression·Results···························\n",
246 ······"==============================================================================\n",246 ······"==============================================================================\n",
247 ······"Dep.·Variable:·················affair···No.·Observations:·················6366\n",247 ······"Dep.·Variable:·················affair···No.·Observations:·················6366\n",
248 ······"Model:··························Logit···Df·Residuals:·····················6357\n",248 ······"Model:··························Logit···Df·Residuals:·····················6357\n",
249 ······"Method:···························MLE···Df·Model:····························8\n",249 ······"Method:···························MLE···Df·Model:····························8\n",
250 ······"Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:··················0.1327\n",250 ······"Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:··················0.1327\n",
251 ······"Time:························11:13:14···Log-Likelihood:················-3471.5\n",251 ······"Time:························21:02:59···Log-Likelihood:················-3471.5\n",
252 ······"converged:·······················True···LL-Null:·······················-4002.5\n",252 ······"converged:·······················True···LL-Null:·······················-4002.5\n",
253 ······"········································LLR·p-value:················5.807e-224\n",253 ······"········································LLR·p-value:················5.807e-224\n",
254 ······"===================================================================================\n",254 ······"===================================================================================\n",
255 ······"······················coef····std·err··········z······P>|z|······[0.025······0.975]\n",255 ······"······················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
256 ······"-----------------------------------------------------------------------------------\n",256 ······"-----------------------------------------------------------------------------------\n",
257 ······"Intercept···········3.7257······0.299·····12.470······0.000·······3.140·······4.311\n",257 ······"Intercept···········3.7257······0.299·····12.470······0.000·······3.140·······4.311\n",
258 ······"occupation··········0.1602······0.034······4.717······0.000·······0.094·······0.227\n",258 ······"occupation··········0.1602······0.034······4.717······0.000·······0.094·······0.227\n",
Offset 899, 16 lines modifiedOffset 899, 16 lines modified
899 ······"··················Generalized·Linear·Model·Regression·Results···················\n",899 ······"··················Generalized·Linear·Model·Regression·Results···················\n",
900 ······"================================================================================\n",900 ······"================================================================================\n",
901 ······"Dep.·Variable:·····['NABOVE',·'NBELOW']···No.·Observations:··················303\n",901 ······"Dep.·Variable:·····['NABOVE',·'NBELOW']···No.·Observations:··················303\n",
902 ······"Model:······························GLM···Df·Residuals:······················282\n",902 ······"Model:······························GLM···Df·Residuals:······················282\n",
903 ······"Model·Family:··················Binomial···Df·Model:···························20\n",903 ······"Model·Family:··················Binomial···Df·Model:···························20\n",
904 ······"Link·Function:····················logit···Scale:·····························1.0\n",904 ······"Link·Function:····················logit···Scale:·····························1.0\n",
905 ······"Method:····························IRLS···Log-Likelihood:················-2998.6\n",905 ······"Method:····························IRLS···Log-Likelihood:················-2998.6\n",
906 ······"Date:··················Fri,·02·Oct·2020···Deviance:·······················4078.8\n",906 ······"Date:··················Fri,·05·Nov·2021···Deviance:·······················4078.8\n",
907 ······"Time:··························11:13:17···Pearson·chi2:·····················9.60\n",907 ······"Time:··························21:03:05···Pearson·chi2:·····················9.60\n",
908 ······"No.·Iterations:·······················5·········································\n",908 ······"No.·Iterations:·······················5·········································\n",
909 ······"============================================================================================\n",909 ······"============================================================================================\n",
910 ······"·······························coef····std·err··········z······P>|z|······[0.025······0.975]\n",910 ······"·······························coef····std·err··········z······P>|z|······[0.025······0.975]\n",
911 ······"--------------------------------------------------------------------------------------------\n",911 ······"--------------------------------------------------------------------------------------------\n",
912 ······"Intercept····················2.9589······1.547······1.913······0.056······-0.073·······5.990\n",912 ······"Intercept····················2.9589······1.547······1.913······0.056······-0.073·······5.990\n",
913 ······"LOWINC······················-0.0168······0.000····-38.749······0.000······-0.018······-0.016\n",913 ······"LOWINC······················-0.0168······0.000····-38.749······0.000······-0.018······-0.016\n",
914 ······"PERASIAN·····················0.0099······0.001·····16.505······0.000·······0.009·······0.011\n",914 ······"PERASIAN·····················0.0099······0.001·····16.505······0.000·······0.009·······0.011\n",
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discrete_choice_overview.ipynb
    
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204 ·····"output_type":·"stream",204 ·····"output_type":·"stream",
205 ·····"text":·[205 ·····"text":·[
206 ······"···························Logit·Regression·Results···························\n",206 ······"···························Logit·Regression·Results···························\n",
207 ······"==============================================================================\n",207 ······"==============================================================================\n",
208 ······"Dep.·Variable:······················y···No.·Observations:···················32\n",208 ······"Dep.·Variable:······················y···No.·Observations:···················32\n",
209 ······"Model:··························Logit···Df·Residuals:·······················28\n",209 ······"Model:··························Logit···Df·Residuals:·······················28\n",
210 ······"Method:···························MLE···Df·Model:····························3\n",210 ······"Method:···························MLE···Df·Model:····························3\n",
211 ······"Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:··················0.3740\n",211 ······"Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:··················0.3740\n",
212 ······"Time:························11:14:25···Log-Likelihood:················-12.890\n",212 ······"Time:························21:05:06···Log-Likelihood:················-12.890\n",
213 ······"converged:·······················True···LL-Null:·······················-20.592\n",213 ······"converged:·······················True···LL-Null:·······················-20.592\n",
214 ······"········································LLR·p-value:··················0.001502\n",214 ······"········································LLR·p-value:··················0.001502\n",
215 ······"==============================================================================\n",215 ······"==============================================================================\n",
216 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",216 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
217 ······"------------------------------------------------------------------------------\n",217 ······"------------------------------------------------------------------------------\n",
218 ······"x1·············2.8261······1.263······2.238······0.025·······0.351·······5.301\n",218 ······"x1·············2.8261······1.263······2.238······0.025·······0.351·······5.301\n",
219 ······"x2·············0.0952······0.142······0.672······0.501······-0.182·······0.373\n",219 ······"x2·············0.0952······0.142······0.672······0.501······-0.182·······0.373\n",
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241 ····"collapsed":·false241 ····"collapsed":·false
242 ···},242 ···},
243 ···"outputs":·[243 ···"outputs":·[
244 ····{244 ····{
245 ·····"name":·"stdout",245 ·····"name":·"stdout",
246 ·····"output_type":·"stream",246 ·····"output_type":·"stream",
247 ·····"text":·[247 ·····"text":·[
248 ······"Optimization·terminated·successfully."248 ······"Optimization·terminated·successfully.\n",
249 ·····] 
250 ····}, 
251 ····{ 
252 ·····"name":·"stdout", 
253 ·····"output_type":·"stream", 
254 ·····"text":·[ 
255 ······"\n", 
256 ······"·········Current·function·value:·0.400588\n",249 ······"·········Current·function·value:·0.400588\n",
257 ······"·········Iterations·6\n",250 ······"·········Iterations·6\n",
258 ······"Parameters:··[·1.62581004··0.05172895··1.42633234·-7.45231965]\n",251 ······"Parameters:··[·1.62581004··0.05172895··1.42633234·-7.45231965]\n",
259 ······"Marginal·effects:·\n",252 ······"Marginal·effects:·\n",
260 ······"·······Probit·Marginal·Effects·······\n",253 ······"·······Probit·Marginal·Effects·······\n",
261 ······"=====================================\n",254 ······"=====================================\n",
262 ······"Dep.·Variable:······················y\n",255 ······"Dep.·Variable:······················y\n",
Offset 450, 16 lines modifiedOffset 443, 16 lines modified
450 ·····"output_type":·"stream",443 ·····"output_type":·"stream",
451 ·····"text":·[444 ·····"text":·[
452 ······"··························Poisson·Regression·Results··························\n",445 ······"··························Poisson·Regression·Results··························\n",
453 ······"==============================================================================\n",446 ······"==============================================================================\n",
454 ······"Dep.·Variable:······················y···No.·Observations:················20190\n",447 ······"Dep.·Variable:······················y···No.·Observations:················20190\n",
455 ······"Model:························Poisson···Df·Residuals:····················20180\n",448 ······"Model:························Poisson···Df·Residuals:····················20180\n",
456 ······"Method:···························MLE···Df·Model:····························9\n",449 ······"Method:···························MLE···Df·Model:····························9\n",
457 ······"Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:·················0.06343\n",450 ······"Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:·················0.06343\n",
458 ······"Time:························11:14:27···Log-Likelihood:················-62420.\n",451 ······"Time:························21:05:09···Log-Likelihood:················-62420.\n",
459 ······"converged:·······················True···LL-Null:·······················-66647.\n",452 ······"converged:·······················True···LL-Null:·······················-66647.\n",
460 ······"········································LLR·p-value:·····················0.000\n",453 ······"········································LLR·p-value:·····················0.000\n",
461 ······"==============================================================================\n",454 ······"==============================================================================\n",
462 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",455 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
463 ······"------------------------------------------------------------------------------\n",456 ······"------------------------------------------------------------------------------\n",
464 ······"x1············-0.0525······0.003····-18.216······0.000······-0.058······-0.047\n",457 ······"x1············-0.0525······0.003····-18.216······0.000······-0.058······-0.047\n",
465 ······"x2············-0.2471······0.011····-23.272······0.000······-0.268······-0.226\n",458 ······"x2············-0.2471······0.011····-23.272······0.000······-0.268······-0.226\n",
Offset 510, 16 lines modifiedOffset 503, 16 lines modified
510 ·····"output_type":·"stream",503 ·····"output_type":·"stream",
511 ·····"text":·[504 ·····"text":·[
512 ······"·····················NegativeBinomial·Regression·Results······················\n",505 ······"·····················NegativeBinomial·Regression·Results······················\n",
513 ······"==============================================================================\n",506 ······"==============================================================================\n",
514 ······"Dep.·Variable:······················y···No.·Observations:················20190\n",507 ······"Dep.·Variable:······················y···No.·Observations:················20190\n",
515 ······"Model:···············NegativeBinomial···Df·Residuals:····················20180\n",508 ······"Model:···············NegativeBinomial···Df·Residuals:····················20180\n",
516 ······"Method:···························MLE···Df·Model:····························9\n",509 ······"Method:···························MLE···Df·Model:····························9\n",
517 ······"Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:·················0.01845\n",510 ······"Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:·················0.01845\n",
518 ······"Time:························11:14:29···Log-Likelihood:················-43384.\n",511 ······"Time:························21:05:12···Log-Likelihood:················-43384.\n",
519 ······"converged:······················False···LL-Null:·······················-44199.\n",512 ······"converged:······················False···LL-Null:·······················-44199.\n",
520 ······"········································LLR·p-value:·····················0.000\n",513 ······"········································LLR·p-value:·····················0.000\n",
521 ······"==============================================================================\n",514 ······"==============================================================================\n",
522 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",515 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
523 ······"------------------------------------------------------------------------------\n",516 ······"------------------------------------------------------------------------------\n",
524 ······"x1············-0.0580······0.006·····-9.517······0.000······-0.070······-0.046\n",517 ······"x1············-0.0580······0.006·····-9.517······0.000······-0.070······-0.046\n",
525 ······"x2············-0.2678······0.023····-11.802······0.000······-0.312······-0.223\n",518 ······"x2············-0.2678······0.023····-11.802······0.000······-0.312······-0.223\n",
Offset 562, 22 lines modifiedOffset 555, 36 lines modified
562 ·····"name":·"stdout",555 ·····"name":·"stdout",
563 ·····"output_type":·"stream",556 ·····"output_type":·"stream",
564 ·····"text":·[557 ·····"text":·[
565 ······"Warning:·Maximum·number·of·iterations·has·been·exceeded.\n",558 ······"Warning:·Maximum·number·of·iterations·has·been·exceeded.\n",
566 ······"·········Current·function·value:·1.548650\n",559 ······"·········Current·function·value:·1.548650\n",
567 ······"·········Iterations:·100\n",560 ······"·········Iterations:·100\n",
568 ······"·········Function·evaluations:·106\n",561 ······"·········Function·evaluations:·106\n",
569 ······"·········Gradient·evaluations:·106\n",562 ······"·········Gradient·evaluations:·106\n"
 563 ·····]
 564 ····},
 565 ····{
 566 ·····"name":·"stderr",
 567 ·····"output_type":·"stream",
 568 ·····"text":·[
 569 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/base/model.py:496:·ConvergenceWarning:·Maximum·Likelihood·optimization·failed·to·converge.·Check·mle_retvals\n",
 570 ······"··\"Check·mle_retvals\",·ConvergenceWarning)\n"
 571 ·····]
 572 ····},
 573 ····{
 574 ·····"name":·"stdout",
 575 ·····"output_type":·"stream",
 576 ·····"text":·[
570 ······"··························MNLogit·Regression·Results··························\n",577 ······"··························MNLogit·Regression·Results··························\n",
571 ······"==============================================================================\n",578 ······"==============================================================================\n",
572 ······"Dep.·Variable:······················y···No.·Observations:··················944\n",579 ······"Dep.·Variable:······················y···No.·Observations:··················944\n",
573 ······"Model:························MNLogit···Df·Residuals:······················908\n",580 ······"Model:························MNLogit···Df·Residuals:······················908\n",
574 ······"Method:···························MLE···Df·Model:···························30\n",581 ······"Method:···························MLE···Df·Model:···························30\n",
575 ······"Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:··················0.1648\n",582 ······"Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:··················0.1648\n",
576 ······"Time:························11:14:29···Log-Likelihood:················-1461.9\n",583 ······"Time:························21:05:13···Log-Likelihood:················-1461.9\n",
577 ······"converged:······················False···LL-Null:·······················-1750.3\n",584 ······"converged:······················False···LL-Null:·······················-1750.3\n",
578 ······"········································LLR·p-value:················1.827e-102\n",585 ······"········································LLR·p-value:················1.827e-102\n",
579 ······"==============================================================================\n",586 ······"==============================================================================\n",
580 ······"·······y=1·······coef····std·err··········z······P>|z|······[0.025······0.975]\n",587 ······"·······y=1·······coef····std·err··········z······P>|z|······[0.025······0.975]\n",
581 ······"------------------------------------------------------------------------------\n",588 ······"------------------------------------------------------------------------------\n",
582 ······"x1············-0.0116······0.034·····-0.338······0.735······-0.079·······0.056\n",589 ······"x1············-0.0116······0.034·····-0.338······0.735······-0.079·······0.056\n",
583 ······"x2·············0.2973······0.094······3.175······0.001·······0.114·······0.481\n",590 ······"x2·············0.2973······0.094······3.175······0.001·······0.114·······0.481\n",
Offset 628, 22 lines modifiedOffset 635, 14 lines modified
628 ······"x2·············2.0686······0.143·····14.433······0.000·······1.788·······2.349\n",635 ······"x2·············2.0686······0.143·····14.433······0.000·······1.788·······2.349\n",
629 ······"x3············-0.0095······0.008·····-1.164······0.244······-0.025·······0.006\n",636 ······"x3············-0.0095······0.008·····-1.164······0.244······-0.025·······0.006\n",
630 ······"x4·············0.3216······0.091······3.532······0.000·······0.143·······0.500\n",637 ······"x4·············0.3216······0.091······3.532······0.000·······0.143·······0.500\n",
631 ······"x5·············0.1087······0.025······4.299······0.000·······0.059·······0.158\n",638 ······"x5·············0.1087······0.025······4.299······0.000·······0.059·······0.158\n",
632 ······"const········-12.0913······1.059····-11.415······0.000·····-14.167·····-10.015\n",639 ······"const········-12.0913······1.059····-11.415······0.000·····-14.167·····-10.015\n",
633 ······"==============================================================================\n"640 ······"==============================================================================\n"
634 ·····]641 ·····]
635 ····}, 
636 ····{ 
637 ·····"name":·"stderr", 
638 ·····"output_type":·"stream", 
639 ·····"text":·[ 
640 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/base/model.py:496:·ConvergenceWarning:·Maximum·Likelihood·optimization·failed·to·converge.·Check·mle_retvals\n", 
641 ······"··\"Check·mle_retvals\",·ConvergenceWarning)\n" 
642 ·····] 
643 ····}642 ····}
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Offset 285, 16 lines modifiedOffset 285, 16 lines modified
285 ·····"output_type":·"stream",285 ·····"output_type":·"stream",
286 ·····"text":·[286 ·····"text":·[
287 ······"····························OLS·Regression·Results····························\n",287 ······"····························OLS·Regression·Results····························\n",
288 ······"==============================================================================\n",288 ······"==============================================================================\n",
289 ······"Dep.·Variable:················Lottery···R-squared:·······················0.338\n",289 ······"Dep.·Variable:················Lottery···R-squared:·······················0.338\n",
290 ······"Model:····························OLS···Adj.·R-squared:··················0.287\n",290 ······"Model:····························OLS···Adj.·R-squared:··················0.287\n",
291 ······"Method:·················Least·Squares···F-statistic:·····················6.636\n",291 ······"Method:·················Least·Squares···F-statistic:·····················6.636\n",
292 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········1.07e-05\n",292 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········1.07e-05\n",
293 ······"Time:························11:14:22···Log-Likelihood:················-375.30\n",293 ······"Time:························21:05:01···Log-Likelihood:················-375.30\n",
294 ······"No.·Observations:··················85···AIC:·····························764.6\n",294 ······"No.·Observations:··················85···AIC:·····························764.6\n",
295 ······"Df·Residuals:······················78···BIC:·····························781.7\n",295 ······"Df·Residuals:······················78···BIC:·····························781.7\n",
296 ······"Df·Model:···························6·········································\n",296 ······"Df·Model:···························6·········································\n",
297 ······"Covariance·Type:············nonrobust·········································\n",297 ······"Covariance·Type:············nonrobust·········································\n",
298 ······"===============================================================================\n",298 ······"===============================================================================\n",
299 ······"··················coef····std·err··········t······P>|t|······[0.025······0.975]\n",299 ······"··················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
300 ······"-------------------------------------------------------------------------------\n",300 ······"-------------------------------------------------------------------------------\n",
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619 ·····"output_type":·"stream",619 ·····"output_type":·"stream",
620 ·····"text":·[620 ·····"text":·[
621 ······"····························OLS·Regression·Results····························\n",621 ······"····························OLS·Regression·Results····························\n",
622 ······"==============================================================================\n",622 ······"==============================================================================\n",
623 ······"Dep.·Variable:················Lottery···R-squared:·······················0.309\n",623 ······"Dep.·Variable:················Lottery···R-squared:·······················0.309\n",
624 ······"Model:····························OLS···Adj.·R-squared:··················0.283\n",624 ······"Model:····························OLS···Adj.·R-squared:··················0.283\n",
625 ······"Method:·················Least·Squares···F-statistic:·····················12.06\n",625 ······"Method:·················Least·Squares···F-statistic:·····················12.06\n",
626 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········1.32e-06\n",626 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········1.32e-06\n",
627 ······"Time:························11:14:23···Log-Likelihood:················-377.13\n",627 ······"Time:························21:05:02···Log-Likelihood:················-377.13\n",
628 ······"No.·Observations:··················85···AIC:·····························762.3\n",628 ······"No.·Observations:··················85···AIC:·····························762.3\n",
629 ······"Df·Residuals:······················81···BIC:·····························772.0\n",629 ······"Df·Residuals:······················81···BIC:·····························772.0\n",
630 ······"Df·Model:···························3·········································\n",630 ······"Df·Model:···························3·········································\n",
631 ······"Covariance·Type:············nonrobust·········································\n",631 ······"Covariance·Type:············nonrobust·········································\n",
632 ······"===================================================================================\n",632 ······"===================================================================================\n",
633 ······"······················coef····std·err··········t······P>|t|······[0.025······0.975]\n",633 ······"······················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
634 ······"-----------------------------------------------------------------------------------\n",634 ······"-----------------------------------------------------------------------------------\n",
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Offset 163, 16 lines modifiedOffset 163, 16 lines modified
163 ······"·········Iterations:·292\n",163 ······"·········Iterations:·292\n",
164 ······"·········Function·evaluations:·494\n",164 ······"·········Function·evaluations:·494\n",
165 ······"·······························MyProbit·Results·······························\n",165 ······"·······························MyProbit·Results·······························\n",
166 ······"==============================================================================\n",166 ······"==============================================================================\n",
167 ······"Dep.·Variable:··················GRADE···Log-Likelihood:················-12.819\n",167 ······"Dep.·Variable:··················GRADE···Log-Likelihood:················-12.819\n",
168 ······"Model:·······················MyProbit···AIC:·····························33.64\n",168 ······"Model:·······················MyProbit···AIC:·····························33.64\n",
169 ······"Method:············Maximum·Likelihood···BIC:·····························39.50\n",169 ······"Method:············Maximum·Likelihood···BIC:·····························39.50\n",
170 ······"Date:················Fri,·02·Oct·2020·········································\n",170 ······"Date:················Fri,·05·Nov·2021·········································\n",
171 ······"Time:························11:14:21·········································\n",171 ······"Time:························21:04:57·········································\n",
172 ······"No.·Observations:··················32·········································\n",172 ······"No.·Observations:··················32·········································\n",
173 ······"Df·Residuals:······················28·········································\n",173 ······"Df·Residuals:······················28·········································\n",
174 ······"Df·Model:···························3·········································\n",174 ······"Df·Model:···························3·········································\n",
175 ······"==============================================================================\n",175 ······"==============================================================================\n",
176 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",176 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
177 ······"------------------------------------------------------------------------------\n",177 ······"------------------------------------------------------------------------------\n",
178 ······"const·········-7.4523······2.542·····-2.931······0.003·····-12.435······-2.469\n",178 ······"const·········-7.4523······2.542·····-2.931······0.003·····-12.435······-2.469\n",
Offset 647, 16 lines modifiedOffset 647, 16 lines modified
647 ·····"output_type":·"stream",647 ·····"output_type":·"stream",
648 ·····"text":·[648 ·····"text":·[
649 ······"·································NBin·Results·································\n",649 ······"·································NBin·Results·································\n",
650 ······"==============================================================================\n",650 ······"==============================================================================\n",
651 ······"Dep.·Variable:····················los···Log-Likelihood:················-4797.5\n",651 ······"Dep.·Variable:····················los···Log-Likelihood:················-4797.5\n",
652 ······"Model:···························NBin···AIC:·····························9605.\n",652 ······"Model:···························NBin···AIC:·····························9605.\n",
653 ······"Method:············Maximum·Likelihood···BIC:·····························9632.\n",653 ······"Method:············Maximum·Likelihood···BIC:·····························9632.\n",
654 ······"Date:················Fri,·02·Oct·2020·········································\n",654 ······"Date:················Fri,·05·Nov·2021·········································\n",
655 ······"Time:························11:14:24·········································\n",655 ······"Time:························21:05:02·········································\n",
656 ······"No.·Observations:················1495·········································\n",656 ······"No.·Observations:················1495·········································\n",
657 ······"Df·Residuals:····················1490·········································\n",657 ······"Df·Residuals:····················1490·········································\n",
658 ······"Df·Model:···························4·········································\n",658 ······"Df·Model:···························4·········································\n",
659 ······"==============================================================================\n",659 ······"==============================================================================\n",
660 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",660 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
661 ······"------------------------------------------------------------------------------\n",661 ······"------------------------------------------------------------------------------\n",
662 ······"type2··········0.2213······0.051······4.373······0.000·······0.122·······0.320\n",662 ······"type2··········0.2213······0.051······4.373······0.000·······0.122·······0.320\n",
Offset 699, 16 lines modifiedOffset 699, 16 lines modified
699 ·····"output_type":·"stream",699 ·····"output_type":·"stream",
700 ·····"text":·[700 ·····"text":·[
701 ······"·····················NegativeBinomial·Regression·Results······················\n",701 ······"·····················NegativeBinomial·Regression·Results······················\n",
702 ······"==============================================================================\n",702 ······"==============================================================================\n",
703 ······"Dep.·Variable:····················los···No.·Observations:·················1495\n",703 ······"Dep.·Variable:····················los···No.·Observations:·················1495\n",
704 ······"Model:···············NegativeBinomial···Df·Residuals:·····················1490\n",704 ······"Model:···············NegativeBinomial···Df·Residuals:·····················1490\n",
705 ······"Method:···························MLE···Df·Model:····························4\n",705 ······"Method:···························MLE···Df·Model:····························4\n",
706 ······"Date:················Fri,·02·Oct·2020···Pseudo·R-squ.:·················0.01215\n",706 ······"Date:················Fri,·05·Nov·2021···Pseudo·R-squ.:·················0.01215\n",
707 ······"Time:························11:14:24···Log-Likelihood:················-4797.5\n",707 ······"Time:························21:05:02···Log-Likelihood:················-4797.5\n",
708 ······"converged:·······················True···LL-Null:·······················-4856.5\n",708 ······"converged:·······················True···LL-Null:·······················-4856.5\n",
709 ······"········································LLR·p-value:·················1.404e-24\n",709 ······"········································LLR·p-value:·················1.404e-24\n",
710 ······"==============================================================================\n",710 ······"==============================================================================\n",
711 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",711 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
712 ······"------------------------------------------------------------------------------\n",712 ······"------------------------------------------------------------------------------\n",
713 ······"type2··········0.2212······0.051······4.373······0.000·······0.122·······0.320\n",713 ······"type2··········0.2212······0.051······4.373······0.000·······0.122·······0.320\n",
714 ······"type3··········0.7062······0.076······9.276······0.000·······0.557·······0.855\n",714 ······"type3··········0.7062······0.076······9.276······0.000·······0.557·······0.855\n",
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./usr/share/doc/python-statsmodels/examples/executed/glm.ipynb.gz
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glm.ipynb
    
Offset 222, 16 lines modifiedOffset 222, 16 lines modified
222 ······"·················Generalized·Linear·Model·Regression·Results··················\n",222 ······"·················Generalized·Linear·Model·Regression·Results··················\n",
223 ······"==============================================================================\n",223 ······"==============================================================================\n",
224 ······"Dep.·Variable:···········['y1',·'y2']···No.·Observations:··················303\n",224 ······"Dep.·Variable:···········['y1',·'y2']···No.·Observations:··················303\n",
225 ······"Model:····························GLM···Df·Residuals:······················282\n",225 ······"Model:····························GLM···Df·Residuals:······················282\n",
226 ······"Model·Family:················Binomial···Df·Model:···························20\n",226 ······"Model·Family:················Binomial···Df·Model:···························20\n",
227 ······"Link·Function:··················logit···Scale:·····························1.0\n",227 ······"Link·Function:··················logit···Scale:·····························1.0\n",
228 ······"Method:··························IRLS···Log-Likelihood:················-2998.6\n",228 ······"Method:··························IRLS···Log-Likelihood:················-2998.6\n",
229 ······"Date:················Fri,·02·Oct·2020···Deviance:·······················4078.8\n",229 ······"Date:················Fri,·05·Nov·2021···Deviance:·······················4078.8\n",
230 ······"Time:························11:14:21···Pearson·chi2:·····················9.60\n",230 ······"Time:························21:04:57···Pearson·chi2:·····················9.60\n",
231 ······"No.·Iterations:·····················5·········································\n",231 ······"No.·Iterations:·····················5·········································\n",
232 ······"==============================================================================\n",232 ······"==============================================================================\n",
233 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",233 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
234 ······"------------------------------------------------------------------------------\n",234 ······"------------------------------------------------------------------------------\n",
235 ······"x1············-0.0168······0.000····-38.749······0.000······-0.018······-0.016\n",235 ······"x1············-0.0168······0.000····-38.749······0.000······-0.018······-0.016\n",
236 ······"x2·············0.0099······0.001·····16.505······0.000·······0.009·······0.011\n",236 ······"x2·············0.0099······0.001·····16.505······0.000·······0.009·······0.011\n",
237 ······"x3············-0.0187······0.001····-25.182······0.000······-0.020······-0.017\n",237 ······"x3············-0.0187······0.001····-25.182······0.000······-0.020······-0.017\n",
Offset 676, 16 lines modifiedOffset 676, 16 lines modified
676 ······"···················Generalized·Linear·Model·Regression·Results···················\n",676 ······"···················Generalized·Linear·Model·Regression·Results···················\n",
677 ······"=================================================================================\n",677 ······"=================================================================================\n",
678 ······"Dep.·Variable:······················y···No.·Observations:······················32\n",678 ······"Dep.·Variable:······················y···No.·Observations:······················32\n",
679 ······"Model:····························GLM···Df·Residuals:··························24\n",679 ······"Model:····························GLM···Df·Residuals:··························24\n",
680 ······"Model·Family:···················Gamma···Df·Model:·······························7\n",680 ······"Model·Family:···················Gamma···Df·Model:·······························7\n",
681 ······"Link·Function:··········inverse_power···Scale:··············0.0035842831734862793\n",681 ······"Link·Function:··········inverse_power···Scale:··············0.0035842831734862793\n",
682 ······"Method:··························IRLS···Log-Likelihood:···················-83.017\n",682 ······"Method:··························IRLS···Log-Likelihood:···················-83.017\n",
683 ······"Date:················Fri,·02·Oct·2020···Deviance:························0.087389\n",683 ······"Date:················Fri,·05·Nov·2021···Deviance:························0.087389\n",
684 ······"Time:························11:14:24···Pearson·chi2:······················0.0860\n",684 ······"Time:························21:05:04···Pearson·chi2:······················0.0860\n",
685 ······"No.·Iterations:·····················4············································\n",685 ······"No.·Iterations:·····················4············································\n",
686 ······"==============================================================================\n",686 ······"==============================================================================\n",
687 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",687 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
688 ······"------------------------------------------------------------------------------\n",688 ······"------------------------------------------------------------------------------\n",
689 ······"x1··········4.962e-05···1.62e-05······3.060······0.002····1.78e-05····8.14e-05\n",689 ······"x1··········4.962e-05···1.62e-05······3.060······0.002····1.78e-05····8.14e-05\n",
690 ······"x2·············0.0020······0.001······3.824······0.000·······0.001·······0.003\n",690 ······"x2·············0.0020······0.001······3.824······0.000·······0.001·······0.003\n",
691 ······"x3·········-7.181e-05···2.71e-05·····-2.648······0.008······-0.000···-1.87e-05\n",691 ······"x3·········-7.181e-05···2.71e-05·····-2.648······0.008······-0.000···-1.87e-05\n",
Offset 758, 16 lines modifiedOffset 758, 16 lines modified
758 ······"···················Generalized·Linear·Model·Regression·Results····················\n",758 ······"···················Generalized·Linear·Model·Regression·Results····················\n",
759 ······"==================================================================================\n",759 ······"==================================================================================\n",
760 ······"Dep.·Variable:······················y···No.·Observations:······················100\n",760 ······"Dep.·Variable:······················y···No.·Observations:······················100\n",
761 ······"Model:····························GLM···Df·Residuals:···························97\n",761 ······"Model:····························GLM···Df·Residuals:···························97\n",
762 ······"Model·Family:················Gaussian···Df·Model:································2\n",762 ······"Model·Family:················Gaussian···Df·Model:································2\n",
763 ······"Link·Function:····················log···Scale:··············1.0531142558807911e-07\n",763 ······"Link·Function:····················log···Scale:··············1.0531142558807911e-07\n",
764 ······"Method:··························IRLS···Log-Likelihood:·····················662.92\n",764 ······"Method:··························IRLS···Log-Likelihood:·····················662.92\n",
765 ······"Date:················Fri,·02·Oct·2020···Deviance:·······················1.0215e-05\n",765 ······"Date:················Fri,·05·Nov·2021···Deviance:·······················1.0215e-05\n",
766 ······"Time:························11:14:25···Pearson·chi2:·····················1.02e-05\n",766 ······"Time:························21:05:04···Pearson·chi2:·····················1.02e-05\n",
767 ······"No.·Iterations:·····················5·············································\n",767 ······"No.·Iterations:·····················5·············································\n",
768 ······"==============================================================================\n",768 ······"==============================================================================\n",
769 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",769 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
770 ······"------------------------------------------------------------------------------\n",770 ······"------------------------------------------------------------------------------\n",
771 ······"x1············-0.0300····5.6e-06··-5361.333······0.000······-0.030······-0.030\n",771 ······"x1············-0.0300····5.6e-06··-5361.333······0.000······-0.030······-0.030\n",
772 ······"x2·········-9.939e-05···1.05e-07···-951.097······0.000···-9.96e-05···-9.92e-05\n",772 ······"x2·········-9.939e-05···1.05e-07···-951.097······0.000···-9.96e-05···-9.92e-05\n",
773 ······"const··········1.0003···5.39e-05···1.86e+04······0.000·······1.000·······1.000\n",773 ······"const··········1.0003···5.39e-05···1.86e+04······0.000·······1.000·······1.000\n",
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./usr/share/doc/python-statsmodels/examples/executed/glm_formula.ipynb.gz
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glm_formula.ipynb
    
Offset 78, 18 lines modifiedOffset 78, 18 lines modified
78 ·······"<tr>\n",78 ·······"<tr>\n",
79 ·······"··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··\n",79 ·······"··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··\n",
80 ·······"</tr>\n",80 ·······"</tr>\n",
81 ·······"<tr>\n",81 ·······"<tr>\n",
82 ·······"··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>\n",82 ·······"··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>\n",
83 ·······"</tr>\n",83 ·······"</tr>\n",
84 ·······"<tr>\n",84 ·······"<tr>\n",
85 ·······"··<th>Date:</th>···········<td>Fri,·02·Oct·2020</td>·<th>··Deviance:··········</th>·<td>··380.66</td>\n",85 ·······"··<th>Date:</th>···········<td>Fri,·05·Nov·2021</td>·<th>··Deviance:··········</th>·<td>··380.66</td>\n",
86 ·······"</tr>\n",86 ·······"</tr>\n",
87 ·······"<tr>\n",87 ·······"<tr>\n",
88 ·······"··<th>Time:</th>···············<td>11:14:19</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·\n",88 ·······"··<th>Time:</th>···············<td>21:04:54</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·\n",
89 ·······"</tr>\n",89 ·······"</tr>\n",
90 ·······"<tr>\n",90 ·······"<tr>\n",
91 ·······"··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···\n",91 ·······"··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···\n",
92 ·······"</tr>\n",92 ·······"</tr>\n",
93 ·······"</table>\n",93 ·······"</table>\n",
94 ·······"<table·class=\"simpletable\">\n",94 ·······"<table·class=\"simpletable\">\n",
95 ·······"<tr>\n",95 ·······"<tr>\n",
Offset 166, 16 lines modifiedOffset 166, 16 lines modified
166 ·······"·················Generalized·Linear·Model·Regression·Results··················\n",166 ·······"·················Generalized·Linear·Model·Regression·Results··················\n",
167 ·······"==============================================================================\n",167 ·······"==============================================================================\n",
168 ·······"Dep.·Variable:················SUCCESS···No.·Observations:··················303\n",168 ·······"Dep.·Variable:················SUCCESS···No.·Observations:··················303\n",
169 ·······"Model:····························GLM···Df·Residuals:······················282\n",169 ·······"Model:····························GLM···Df·Residuals:······················282\n",
170 ·······"Model·Family:················Binomial···Df·Model:···························20\n",170 ·······"Model·Family:················Binomial···Df·Model:···························20\n",
171 ·······"Link·Function:··················logit···Scale:·····························1.0\n",171 ·······"Link·Function:··················logit···Scale:·····························1.0\n",
172 ·······"Method:··························IRLS···Log-Likelihood:················-189.70\n",172 ·······"Method:··························IRLS···Log-Likelihood:················-189.70\n",
173 ·······"Date:················Fri,·02·Oct·2020···Deviance:·······················380.66\n",173 ·······"Date:················Fri,·05·Nov·2021···Deviance:·······················380.66\n",
174 ·······"Time:························11:14:19···Pearson·chi2:·····················8.48\n",174 ·······"Time:························21:04:54···Pearson·chi2:·····················8.48\n",
175 ·······"No.·Iterations:·····················5·········································\n",175 ·······"No.·Iterations:·····················5·········································\n",
176 ·······"============================================================================================\n",176 ·······"============================================================================================\n",
177 ·······"·······························coef····std·err··········z······P>|z|······[0.025······0.975]\n",177 ·······"·······························coef····std·err··········z······P>|z|······[0.025······0.975]\n",
178 ·······"--------------------------------------------------------------------------------------------\n",178 ·······"--------------------------------------------------------------------------------------------\n",
179 ·······"Intercept····················0.4037·····25.036······0.016······0.987·····-48.665······49.472\n",179 ·······"Intercept····················0.4037·····25.036······0.016······0.987·····-48.665······49.472\n",
180 ·······"LOWINC······················-0.0204······0.010·····-1.982······0.048······-0.041······-0.000\n",180 ·······"LOWINC······················-0.0204······0.010·····-1.982······0.048······-0.041······-0.000\n",
181 ·······"PERASIAN·····················0.0159······0.017······0.910······0.363······-0.018·······0.050\n",181 ·······"PERASIAN·····················0.0159······0.017······0.910······0.363······-0.018·······0.050\n",
Offset 242, 18 lines modifiedOffset 242, 18 lines modified
242 ·······"<tr>\n",242 ·······"<tr>\n",
243 ·······"··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··\n",243 ·······"··<th>Link·Function:</th>········<td>logit</td>······<th>··Scale:·············</th>····<td>1.0</td>··\n",
244 ·······"</tr>\n",244 ·······"</tr>\n",
245 ·······"<tr>\n",245 ·······"<tr>\n",
246 ·······"··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>\n",246 ·······"··<th>Method:</th>···············<td>IRLS</td>·······<th>··Log-Likelihood:····</th>·<td>·-189.70</td>\n",
247 ·······"</tr>\n",247 ·······"</tr>\n",
248 ·······"<tr>\n",248 ·······"<tr>\n",
249 ·······"··<th>Date:</th>···········<td>Fri,·02·Oct·2020</td>·<th>··Deviance:··········</th>·<td>··380.66</td>\n",249 ·······"··<th>Date:</th>···········<td>Fri,·05·Nov·2021</td>·<th>··Deviance:··········</th>·<td>··380.66</td>\n",
250 ·······"</tr>\n",250 ·······"</tr>\n",
251 ·······"<tr>\n",251 ·······"<tr>\n",
252 ·······"··<th>Time:</th>···············<td>11:14:19</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·\n",252 ·······"··<th>Time:</th>···············<td>21:04:55</td>·····<th>··Pearson·chi2:······</th>··<td>··8.48</td>·\n",
253 ·······"</tr>\n",253 ·······"</tr>\n",
254 ·······"<tr>\n",254 ·······"<tr>\n",
255 ·······"··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···\n",255 ·······"··<th>No.·Iterations:</th>·········<td>5</td>········<th>·····················</th>·····<td>·</td>···\n",
256 ·······"</tr>\n",256 ·······"</tr>\n",
257 ·······"</table>\n",257 ·······"</table>\n",
258 ·······"<table·class=\"simpletable\">\n",258 ·······"<table·class=\"simpletable\">\n",
259 ·······"<tr>\n",259 ·······"<tr>\n",
Offset 330, 16 lines modifiedOffset 330, 16 lines modified
330 ·······"·················Generalized·Linear·Model·Regression·Results··················\n",330 ·······"·················Generalized·Linear·Model·Regression·Results··················\n",
331 ·······"==============================================================================\n",331 ·······"==============================================================================\n",
332 ·······"Dep.·Variable:················SUCCESS···No.·Observations:··················303\n",332 ·······"Dep.·Variable:················SUCCESS···No.·Observations:··················303\n",
333 ·······"Model:····························GLM···Df·Residuals:······················282\n",333 ·······"Model:····························GLM···Df·Residuals:······················282\n",
334 ·······"Model·Family:················Binomial···Df·Model:···························20\n",334 ·······"Model·Family:················Binomial···Df·Model:···························20\n",
335 ·······"Link·Function:··················logit···Scale:·····························1.0\n",335 ·······"Link·Function:··················logit···Scale:·····························1.0\n",
336 ·······"Method:··························IRLS···Log-Likelihood:················-189.70\n",336 ·······"Method:··························IRLS···Log-Likelihood:················-189.70\n",
337 ·······"Date:················Fri,·02·Oct·2020···Deviance:·······················380.66\n",337 ·······"Date:················Fri,·05·Nov·2021···Deviance:·······················380.66\n",
338 ·······"Time:························11:14:19···Pearson·chi2:·····················8.48\n",338 ·······"Time:························21:04:55···Pearson·chi2:·····················8.48\n",
339 ·······"No.·Iterations:·····················5·········································\n",339 ·······"No.·Iterations:·····················5·········································\n",
340 ·······"============================================================================================\n",340 ·······"============================================================================================\n",
341 ·······"·······························coef····std·err··········z······P>|z|······[0.025······0.975]\n",341 ·······"·······························coef····std·err··········z······P>|z|······[0.025······0.975]\n",
342 ·······"--------------------------------------------------------------------------------------------\n",342 ·······"--------------------------------------------------------------------------------------------\n",
343 ·······"Intercept····················0.4037·····25.036······0.016······0.987·····-48.665······49.472\n",343 ·······"Intercept····················0.4037·····25.036······0.016······0.987·····-48.665······49.472\n",
344 ·······"double_it(LOWINC)···········-0.0102······0.005·····-1.982······0.048······-0.020······-0.000\n",344 ·······"double_it(LOWINC)···········-0.0102······0.005·····-1.982······0.048······-0.020······-0.000\n",
345 ·······"PERASIAN·····················0.0159······0.017······0.910······0.363······-0.018·······0.050\n",345 ·······"PERASIAN·····················0.0159······0.017······0.910······0.363······-0.018·······0.050\n",
⊟
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./usr/share/doc/python-statsmodels/examples/executed/gls.ipynb.gz
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gls.ipynb
    
Offset 241, 16 lines modifiedOffset 241, 16 lines modified
241 ·····"output_type":·"stream",241 ·····"output_type":·"stream",
242 ·····"text":·[242 ·····"text":·[
243 ······"···························GLSAR·Regression·Results···························\n",243 ······"···························GLSAR·Regression·Results···························\n",
244 ······"==============================================================================\n",244 ······"==============================================================================\n",
245 ······"Dep.·Variable:······················y···R-squared:·······················0.996\n",245 ······"Dep.·Variable:······················y···R-squared:·······················0.996\n",
246 ······"Model:··························GLSAR···Adj.·R-squared:··················0.992\n",246 ······"Model:··························GLSAR···Adj.·R-squared:··················0.992\n",
247 ······"Method:·················Least·Squares···F-statistic:·····················295.2\n",247 ······"Method:·················Least·Squares···F-statistic:·····················295.2\n",
248 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········6.09e-09\n",248 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········6.09e-09\n",
249 ······"Time:························11:14:13···Log-Likelihood:················-102.04\n",249 ······"Time:························21:04:40···Log-Likelihood:················-102.04\n",
250 ······"No.·Observations:··················15···AIC:·····························218.1\n",250 ······"No.·Observations:··················15···AIC:·····························218.1\n",
251 ······"Df·Residuals:·······················8···BIC:·····························223.0\n",251 ······"Df·Residuals:·······················8···BIC:·····························223.0\n",
252 ······"Df·Model:···························6·········································\n",252 ······"Df·Model:···························6·········································\n",
253 ······"Covariance·Type:············nonrobust·········································\n",253 ······"Covariance·Type:············nonrobust·········································\n",
254 ······"==============================================================================\n",254 ······"==============================================================================\n",
255 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",255 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
256 ······"------------------------------------------------------------------------------\n",256 ······"------------------------------------------------------------------------------\n",
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./usr/share/doc/python-statsmodels/examples/executed/markov_autoregression.ipynb.gz
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markov_autoregression.ipynb
    
Offset 135, 18 lines modifiedOffset 135, 18 lines modified
135 ·······"<tr>\n",135 ·······"<tr>\n",
136 ·······"··<th>Dep.·Variable:</th>·············<td>y</td>··········<th>··No.·Observations:··</th>····<td>131</td>··\n",136 ·······"··<th>Dep.·Variable:</th>·············<td>y</td>··········<th>··No.·Observations:··</th>····<td>131</td>··\n",
137 ·······"</tr>\n",137 ·······"</tr>\n",
138 ·······"<tr>\n",138 ·······"<tr>\n",
139 ·······"··<th>Model:</th>···········<td>MarkovAutoregression</td>·<th>··Log·Likelihood·····</th>·<td>-181.263</td>\n",139 ·······"··<th>Model:</th>···········<td>MarkovAutoregression</td>·<th>··Log·Likelihood·····</th>·<td>-181.263</td>\n",
140 ·······"</tr>\n",140 ·······"</tr>\n",
141 ·······"<tr>\n",141 ·······"<tr>\n",
142 ·······"··<th>Date:</th>··············<td>Fri,·02·Oct·2020</td>···<th>··AIC················</th>··<td>380.527</td>\n",142 ·······"··<th>Date:</th>··············<td>Fri,·05·Nov·2021</td>···<th>··AIC················</th>··<td>380.527</td>\n",
143 ·······"</tr>\n",143 ·······"</tr>\n",
144 ·······"<tr>\n",144 ·······"<tr>\n",
145 ·······"··<th>Time:</th>··················<td>11:14:14</td>·······<th>··BIC················</th>··<td>406.404</td>\n",145 ·······"··<th>Time:</th>··················<td>21:04:43</td>·······<th>··BIC················</th>··<td>406.404</td>\n",
146 ·······"</tr>\n",146 ·······"</tr>\n",
147 ·······"<tr>\n",147 ·······"<tr>\n",
148 ·······"··<th>Sample:</th>···············<td>04-01-1952</td>······<th>··HQIC···············</th>··<td>391.042</td>\n",148 ·······"··<th>Sample:</th>···············<td>04-01-1952</td>······<th>··HQIC···············</th>··<td>391.042</td>\n",
149 ·······"</tr>\n",149 ·······"</tr>\n",
150 ·······"<tr>\n",150 ·······"<tr>\n",
151 ·······"··<th></th>·····················<td>-·10-01-1984</td>·····<th>·····················</th>·····<td>·</td>···\n",151 ·······"··<th></th>·····················<td>-·10-01-1984</td>·····<th>·····················</th>·····<td>·</td>···\n",
152 ·······"</tr>\n",152 ·······"</tr>\n",
Offset 209, 16 lines modifiedOffset 209, 16 lines modified
209 ······"text/plain":·[209 ······"text/plain":·[
210 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",210 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",
211 ·······"\"\"\"\n",211 ·······"\"\"\"\n",
212 ·······"·························Markov·Switching·Model·Results·························\n",212 ·······"·························Markov·Switching·Model·Results·························\n",
213 ·······"================================================================================\n",213 ·······"================================================================================\n",
214 ·······"Dep.·Variable:························y···No.·Observations:··················131\n",214 ·······"Dep.·Variable:························y···No.·Observations:··················131\n",
215 ·······"Model:·············MarkovAutoregression···Log·Likelihood················-181.263\n",215 ·······"Model:·············MarkovAutoregression···Log·Likelihood················-181.263\n",
216 ·······"Date:··················Fri,·02·Oct·2020···AIC····························380.527\n",216 ·······"Date:··················Fri,·05·Nov·2021···AIC····························380.527\n",
217 ·······"Time:··························11:14:14···BIC····························406.404\n",217 ·······"Time:··························21:04:43···BIC····························406.404\n",
218 ·······"Sample:······················04-01-1952···HQIC···························391.042\n",218 ·······"Sample:······················04-01-1952···HQIC···························391.042\n",
219 ·······"···························-·10-01-1984·········································\n",219 ·······"···························-·10-01-1984·········································\n",
220 ·······"Covariance·Type:·················approx·········································\n",220 ·······"Covariance·Type:·················approx·········································\n",
221 ·······"·····························Regime·0·parameters······························\n",221 ·······"·····························Regime·0·parameters······························\n",
222 ·······"==============================================================================\n",222 ·······"==============================================================================\n",
223 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",223 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
224 ·······"------------------------------------------------------------------------------\n",224 ·······"------------------------------------------------------------------------------\n",
Offset 374, 15 lines modifiedOffset 374, 15 lines modified
374 ···"execution_count":·6,374 ···"execution_count":·6,
375 ···"metadata":·{375 ···"metadata":·{
376 ····"collapsed":·false376 ····"collapsed":·false
377 ···},377 ···},
378 ···"outputs":·[378 ···"outputs":·[
379 ····{379 ····{
380 ·····"ename":·"ProxyError",380 ·····"ename":·"ProxyError",
381 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff854134a8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",381 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff60a9b358>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
382 ·····"output_type":·"error",382 ·····"output_type":·"error",
383 ·····"traceback":·[383 ·····"traceback":·[
384 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",384 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
385 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",385 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",
386 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",386 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
387 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",387 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
388 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",388 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
Offset 394, 30 lines modifiedOffset 394, 30 lines modified
394 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",394 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
395 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",395 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
396 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",396 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
397 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",397 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
398 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",398 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
399 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",399 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
400 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",400 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
401 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff854134a8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",401 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff60a9b358>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",
402 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",402 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
403 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",403 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",
404 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",404 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",
405 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",405 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
406 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",406 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
407 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff854134a8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",407 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff60a9b358>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
408 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",408 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
409 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",409 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",
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413 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",413 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
414 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",414 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
415 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",415 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
416 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff854134a8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"416 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff60a9b358>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"
417 ·····]417 ·····]
418 ····}418 ····}
419 ···],419 ···],
420 ···"source":·[420 ···"source":·[
421 ····"#·Get·the·dataset\n",421 ····"#·Get·the·dataset\n",
422 ····"ew_excs·=·requests.get('http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn').content\n",422 ····"ew_excs·=·requests.get('http://econ.korea.ac.kr/~cjkim/MARKOV/data/ew_excs.prn').content\n",
423 ····"raw·=·pd.read_table(BytesIO(ew_excs),·header=None,·skipfooter=1,·engine='python')\n",423 ····"raw·=·pd.read_table(BytesIO(ew_excs),·header=None,·skipfooter=1,·engine='python')\n",
Offset 545, 15 lines modifiedOffset 545, 15 lines modified
545 ···"execution_count":·9,545 ···"execution_count":·9,
546 ···"metadata":·{546 ···"metadata":·{
547 ····"collapsed":·false547 ····"collapsed":·false
548 ···},548 ···},
549 ···"outputs":·[549 ···"outputs":·[
550 ····{550 ····{
551 ·····"ename":·"ProxyError",551 ·····"ename":·"ProxyError",
552 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8518c0b8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",552 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff60849400>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
553 ·····"output_type":·"error",553 ·····"output_type":·"error",
554 ·····"traceback":·[554 ·····"traceback":·[
555 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",555 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
556 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",556 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",
557 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",557 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
558 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",558 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
559 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",559 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
Offset 565, 30 lines modifiedOffset 565, 30 lines modified
565 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",565 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
566 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",566 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
567 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",567 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
568 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",568 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
569 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",569 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
570 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",570 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
571 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",571 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
572 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff8518c0b8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",572 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff60849400>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",
573 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",573 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
574 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",574 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",
575 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",575 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",
576 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",576 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
577 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",577 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
578 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8518c0b8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",578 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff60849400>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
579 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",579 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
580 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",580 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",
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585 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",585 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
586 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",586 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
587 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8518c0b8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"587 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://econ.korea.ac.kr/~cjkim/MARKOV/data/filardo.prn·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff60849400>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"
588 ·····]588 ·····]
589 ····}589 ····}
590 ···],590 ···],
591 ···"source":·[591 ···"source":·[
592 ····"#·Get·the·dataset\n",592 ····"#·Get·the·dataset\n",
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./usr/share/doc/python-statsmodels/examples/executed/markov_regression.ipynb.gz
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markov_regression.ipynb
    
Offset 113, 18 lines modifiedOffset 113, 18 lines modified
113 ·······"<tr>\n",113 ·······"<tr>\n",
114 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>226</td>··\n",114 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>226</td>··\n",
115 ·······"</tr>\n",115 ·······"</tr>\n",
116 ·······"<tr>\n",116 ·······"<tr>\n",
117 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-508.636</td>\n",117 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-508.636</td>\n",
118 ·······"</tr>\n",118 ·······"</tr>\n",
119 ·······"<tr>\n",119 ·······"<tr>\n",
120 ·······"··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>·<td>1027.272</td>\n",120 ·······"··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>·<td>1027.272</td>\n",
121 ·······"</tr>\n",121 ·······"</tr>\n",
122 ·······"<tr>\n",122 ·······"<tr>\n",
123 ·······"··<th>Time:</th>················<td>11:13:15</td>·····<th>··BIC················</th>·<td>1044.375</td>\n",123 ·······"··<th>Time:</th>················<td>21:03:01</td>·····<th>··BIC················</th>·<td>1044.375</td>\n",
124 ·······"</tr>\n",124 ·······"</tr>\n",
125 ·······"<tr>\n",125 ·······"<tr>\n",
126 ·······"··<th>Sample:</th>·············<td>07-01-1954</td>····<th>··HQIC···············</th>·<td>1034.174</td>\n",126 ·······"··<th>Sample:</th>·············<td>07-01-1954</td>····<th>··HQIC···············</th>·<td>1034.174</td>\n",
127 ·······"</tr>\n",127 ·······"</tr>\n",
128 ·······"<tr>\n",128 ·······"<tr>\n",
129 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",129 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",
130 ·······"</tr>\n",130 ·······"</tr>\n",
Offset 175, 16 lines modifiedOffset 175, 16 lines modified
175 ······"text/plain":·[175 ······"text/plain":·[
176 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",176 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",
177 ·······"\"\"\"\n",177 ·······"\"\"\"\n",
178 ·······"························Markov·Switching·Model·Results························\n",178 ·······"························Markov·Switching·Model·Results························\n",
179 ·······"==============================================================================\n",179 ·······"==============================================================================\n",
180 ·······"Dep.·Variable:······················y···No.·Observations:··················226\n",180 ·······"Dep.·Variable:······················y···No.·Observations:··················226\n",
181 ·······"Model:···············MarkovRegression···Log·Likelihood················-508.636\n",181 ·······"Model:···············MarkovRegression···Log·Likelihood················-508.636\n",
182 ·······"Date:················Fri,·02·Oct·2020···AIC···························1027.272\n",182 ·······"Date:················Fri,·05·Nov·2021···AIC···························1027.272\n",
183 ·······"Time:························11:13:15···BIC···························1044.375\n",183 ·······"Time:························21:03:01···BIC···························1044.375\n",
184 ·······"Sample:····················07-01-1954···HQIC··························1034.174\n",184 ·······"Sample:····················07-01-1954···HQIC··························1034.174\n",
185 ·······"·························-·10-01-2010·········································\n",185 ·······"·························-·10-01-2010·········································\n",
186 ·······"Covariance·Type:···············approx·········································\n",186 ·······"Covariance·Type:···············approx·········································\n",
187 ·······"·····························Regime·0·parameters······························\n",187 ·······"·····························Regime·0·parameters······························\n",
188 ·······"==============================================================================\n",188 ·······"==============================================================================\n",
189 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",189 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
190 ·······"------------------------------------------------------------------------------\n",190 ·······"------------------------------------------------------------------------------\n",
Offset 337, 18 lines modifiedOffset 337, 18 lines modified
337 ·······"<tr>\n",337 ·······"<tr>\n",
338 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>225</td>··\n",338 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>225</td>··\n",
339 ·······"</tr>\n",339 ·······"</tr>\n",
340 ·······"<tr>\n",340 ·······"<tr>\n",
341 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-264.711</td>\n",341 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-264.711</td>\n",
342 ·······"</tr>\n",342 ·······"</tr>\n",
343 ·······"<tr>\n",343 ·······"<tr>\n",
344 ·······"··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>··<td>543.421</td>\n",344 ·······"··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>··<td>543.421</td>\n",
345 ·······"</tr>\n",345 ·······"</tr>\n",
346 ·······"<tr>\n",346 ·······"<tr>\n",
347 ·······"··<th>Time:</th>················<td>11:13:17</td>·····<th>··BIC················</th>··<td>567.334</td>\n",347 ·······"··<th>Time:</th>················<td>21:03:05</td>·····<th>··BIC················</th>··<td>567.334</td>\n",
348 ·······"</tr>\n",348 ·······"</tr>\n",
349 ·······"<tr>\n",349 ·······"<tr>\n",
350 ·······"··<th>Sample:</th>·············<td>10-01-1954</td>····<th>··HQIC···············</th>··<td>553.073</td>\n",350 ·······"··<th>Sample:</th>·············<td>10-01-1954</td>····<th>··HQIC···············</th>··<td>553.073</td>\n",
351 ·······"</tr>\n",351 ·······"</tr>\n",
352 ·······"<tr>\n",352 ·······"<tr>\n",
353 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",353 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",
354 ·······"</tr>\n",354 ·······"</tr>\n",
Offset 405, 16 lines modifiedOffset 405, 16 lines modified
405 ······"text/plain":·[405 ······"text/plain":·[
406 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",406 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",
407 ·······"\"\"\"\n",407 ·······"\"\"\"\n",
408 ·······"························Markov·Switching·Model·Results························\n",408 ·······"························Markov·Switching·Model·Results························\n",
409 ·······"==============================================================================\n",409 ·······"==============================================================================\n",
410 ·······"Dep.·Variable:······················y···No.·Observations:··················225\n",410 ·······"Dep.·Variable:······················y···No.·Observations:··················225\n",
411 ·······"Model:···············MarkovRegression···Log·Likelihood················-264.711\n",411 ·······"Model:···············MarkovRegression···Log·Likelihood················-264.711\n",
412 ·······"Date:················Fri,·02·Oct·2020···AIC····························543.421\n",412 ·······"Date:················Fri,·05·Nov·2021···AIC····························543.421\n",
413 ·······"Time:························11:13:17···BIC····························567.334\n",413 ·······"Time:························21:03:05···BIC····························567.334\n",
414 ·······"Sample:····················10-01-1954···HQIC···························553.073\n",414 ·······"Sample:····················10-01-1954···HQIC···························553.073\n",
415 ·······"·························-·10-01-2010·········································\n",415 ·······"·························-·10-01-2010·········································\n",
416 ·······"Covariance·Type:···············approx·········································\n",416 ·······"Covariance·Type:···············approx·········································\n",
417 ·······"·····························Regime·0·parameters······························\n",417 ·······"·····························Regime·0·parameters······························\n",
418 ·······"==============================================================================\n",418 ·······"==============================================================================\n",
419 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",419 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
420 ·······"------------------------------------------------------------------------------\n",420 ·······"------------------------------------------------------------------------------\n",
Offset 569, 18 lines modifiedOffset 569, 18 lines modified
569 ·······"<tr>\n",569 ·······"<tr>\n",
570 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··\n",570 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··\n",
571 ·······"</tr>\n",571 ·······"</tr>\n",
572 ·······"<tr>\n",572 ·······"<tr>\n",
573 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-229.256</td>\n",573 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-229.256</td>\n",
574 ·······"</tr>\n",574 ·······"</tr>\n",
575 ·······"<tr>\n",575 ·······"<tr>\n",
576 ·······"··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>··<td>480.512</td>\n",576 ·······"··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>··<td>480.512</td>\n",
577 ·······"</tr>\n",577 ·······"</tr>\n",
578 ·······"<tr>\n",578 ·······"<tr>\n",
579 ·······"··<th>Time:</th>················<td>11:13:29</td>·····<th>··BIC················</th>··<td>517.942</td>\n",579 ·······"··<th>Time:</th>················<td>21:03:26</td>·····<th>··BIC················</th>··<td>517.942</td>\n",
580 ·······"</tr>\n",580 ·······"</tr>\n",
581 ·······"<tr>\n",581 ·······"<tr>\n",
582 ·······"··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>495.624</td>\n",582 ·······"··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>495.624</td>\n",
583 ·······"</tr>\n",583 ·······"</tr>\n",
584 ·······"<tr>\n",584 ·······"<tr>\n",
585 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",585 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",
586 ·······"</tr>\n",586 ·······"</tr>\n",
Offset 649, 16 lines modifiedOffset 649, 16 lines modified
649 ······"text/plain":·[649 ······"text/plain":·[
650 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",650 ·······"<class·'statsmodels.iolib.summary.Summary'>\n",
651 ·······"\"\"\"\n",651 ·······"\"\"\"\n",
652 ·······"························Markov·Switching·Model·Results························\n",652 ·······"························Markov·Switching·Model·Results························\n",
653 ·······"==============================================================================\n",653 ·······"==============================================================================\n",
654 ·······"Dep.·Variable:······················y···No.·Observations:··················222\n",654 ·······"Dep.·Variable:······················y···No.·Observations:··················222\n",
655 ·······"Model:···············MarkovRegression···Log·Likelihood················-229.256\n",655 ·······"Model:···············MarkovRegression···Log·Likelihood················-229.256\n",
656 ·······"Date:················Fri,·02·Oct·2020···AIC····························480.512\n",656 ·······"Date:················Fri,·05·Nov·2021···AIC····························480.512\n",
657 ·······"Time:························11:13:29···BIC····························517.942\n",657 ·······"Time:························21:03:26···BIC····························517.942\n",
658 ·······"Sample:····················07-01-1955···HQIC···························495.624\n",658 ·······"Sample:····················07-01-1955···HQIC···························495.624\n",
659 ·······"·························-·10-01-2010·········································\n",659 ·······"·························-·10-01-2010·········································\n",
660 ·······"Covariance·Type:···············approx·········································\n",660 ·······"Covariance·Type:···············approx·········································\n",
661 ·······"·····························Regime·0·parameters······························\n",661 ·······"·····························Regime·0·parameters······························\n",
662 ·······"==============================================================================\n",662 ·······"==============================================================================\n",
663 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",663 ·······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
664 ·······"------------------------------------------------------------------------------\n",664 ·······"------------------------------------------------------------------------------\n",
Offset 716, 18 lines modifiedOffset 716, 18 lines modified
716 ·······"<tr>\n",716 ·······"<tr>\n",
717 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··\n",717 ·······"··<th>Dep.·Variable:</th>···········<td>y</td>········<th>··No.·Observations:··</th>····<td>222</td>··\n",
718 ·······"</tr>\n",718 ·······"</tr>\n",
719 ·······"<tr>\n",719 ·······"<tr>\n",
720 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-180.806</td>\n",720 ·······"··<th>Model:</th>···········<td>MarkovRegression</td>·<th>··Log·Likelihood·····</th>·<td>-180.806</td>\n",
721 ·······"</tr>\n",721 ·······"</tr>\n",
722 ·······"<tr>\n",722 ·······"<tr>\n",
723 ·······"··<th>Date:</th>············<td>Fri,·02·Oct·2020</td>·<th>··AIC················</th>··<td>399.611</td>\n",723 ·······"··<th>Date:</th>············<td>Fri,·05·Nov·2021</td>·<th>··AIC················</th>··<td>399.611</td>\n",
724 ·······"</tr>\n",724 ·······"</tr>\n",
725 ·······"<tr>\n",725 ·······"<tr>\n",
726 ·······"··<th>Time:</th>················<td>11:13:30</td>·····<th>··BIC················</th>··<td>464.262</td>\n",726 ·······"··<th>Time:</th>················<td>21:03:27</td>·····<th>··BIC················</th>··<td>464.262</td>\n",
727 ·······"</tr>\n",727 ·······"</tr>\n",
728 ·······"<tr>\n",728 ·······"<tr>\n",
729 ·······"··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>425.713</td>\n",729 ·······"··<th>Sample:</th>·············<td>07-01-1955</td>····<th>··HQIC···············</th>··<td>425.713</td>\n",
730 ·······"</tr>\n",730 ·······"</tr>\n",
731 ·······"<tr>\n",731 ·······"<tr>\n",
732 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",732 ·······"··<th></th>···················<td>-·10-01-2010</td>···<th>·····················</th>·····<td>·</td>···\n",
733 ·······"</tr>\n",733 ·······"</tr>\n",
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ols.ipynb
    
Offset 97, 16 lines modifiedOffset 97, 16 lines modified
97 ·····"output_type":·"stream",97 ·····"output_type":·"stream",
98 ·····"text":·[98 ·····"text":·[
99 ······"····························OLS·Regression·Results····························\n",99 ······"····························OLS·Regression·Results····························\n",
100 ······"==============================================================================\n",100 ······"==============================================================================\n",
101 ······"Dep.·Variable:······················y···R-squared:·······················1.000\n",101 ······"Dep.·Variable:······················y···R-squared:·······················1.000\n",
102 ······"Model:····························OLS···Adj.·R-squared:··················1.000\n",102 ······"Model:····························OLS···Adj.·R-squared:··················1.000\n",
103 ······"Method:·················Least·Squares···F-statistic:·················4.020e+06\n",103 ······"Method:·················Least·Squares···F-statistic:·················4.020e+06\n",
104 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):··········2.83e-239\n",104 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):··········2.83e-239\n",
105 ······"Time:························11:14:02···Log-Likelihood:················-146.51\n",105 ······"Time:························21:04:21···Log-Likelihood:················-146.51\n",
106 ······"No.·Observations:·················100···AIC:·····························299.0\n",106 ······"No.·Observations:·················100···AIC:·····························299.0\n",
107 ······"Df·Residuals:······················97···BIC:·····························306.8\n",107 ······"Df·Residuals:······················97···BIC:·····························306.8\n",
108 ······"Df·Model:···························2·········································\n",108 ······"Df·Model:···························2·········································\n",
109 ······"Covariance·Type:············nonrobust·········································\n",109 ······"Covariance·Type:············nonrobust·········································\n",
110 ······"==============================================================================\n",110 ······"==============================================================================\n",
111 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",111 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
112 ······"------------------------------------------------------------------------------\n",112 ······"------------------------------------------------------------------------------\n",
Offset 205, 16 lines modifiedOffset 205, 16 lines modified
205 ·····"output_type":·"stream",205 ·····"output_type":·"stream",
206 ·····"text":·[206 ·····"text":·[
207 ······"····························OLS·Regression·Results····························\n",207 ······"····························OLS·Regression·Results····························\n",
208 ······"==============================================================================\n",208 ······"==============================================================================\n",
209 ······"Dep.·Variable:······················y···R-squared:·······················0.933\n",209 ······"Dep.·Variable:······················y···R-squared:·······················0.933\n",
210 ······"Model:····························OLS···Adj.·R-squared:··················0.928\n",210 ······"Model:····························OLS···Adj.·R-squared:··················0.928\n",
211 ······"Method:·················Least·Squares···F-statistic:·····················211.8\n",211 ······"Method:·················Least·Squares···F-statistic:·····················211.8\n",
212 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········6.30e-27\n",212 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········6.30e-27\n",
213 ······"Time:························11:14:02···Log-Likelihood:················-34.438\n",213 ······"Time:························21:04:21···Log-Likelihood:················-34.438\n",
214 ······"No.·Observations:··················50···AIC:·····························76.88\n",214 ······"No.·Observations:··················50···AIC:·····························76.88\n",
215 ······"Df·Residuals:······················46···BIC:·····························84.52\n",215 ······"Df·Residuals:······················46···BIC:·····························84.52\n",
216 ······"Df·Model:···························3·········································\n",216 ······"Df·Model:···························3·········································\n",
217 ······"Covariance·Type:············nonrobust·········································\n",217 ······"Covariance·Type:············nonrobust·········································\n",
218 ······"==============================================================================\n",218 ······"==============================================================================\n",
219 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",219 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
220 ······"------------------------------------------------------------------------------\n",220 ······"------------------------------------------------------------------------------\n",
Offset 412, 16 lines modifiedOffset 412, 16 lines modified
412 ·····"output_type":·"stream",412 ·····"output_type":·"stream",
413 ·····"text":·[413 ·····"text":·[
414 ······"····························OLS·Regression·Results····························\n",414 ······"····························OLS·Regression·Results····························\n",
415 ······"==============================================================================\n",415 ······"==============================================================================\n",
416 ······"Dep.·Variable:······················y···R-squared:·······················0.978\n",416 ······"Dep.·Variable:······················y···R-squared:·······················0.978\n",
417 ······"Model:····························OLS···Adj.·R-squared:··················0.976\n",417 ······"Model:····························OLS···Adj.·R-squared:··················0.976\n",
418 ······"Method:·················Least·Squares···F-statistic:·····················671.7\n",418 ······"Method:·················Least·Squares···F-statistic:·····················671.7\n",
419 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········5.69e-38\n",419 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········5.69e-38\n",
420 ······"Time:························11:14:03···Log-Likelihood:················-64.643\n",420 ······"Time:························21:04:23···Log-Likelihood:················-64.643\n",
421 ······"No.·Observations:··················50···AIC:·····························137.3\n",421 ······"No.·Observations:··················50···AIC:·····························137.3\n",
422 ······"Df·Residuals:······················46···BIC:·····························144.9\n",422 ······"Df·Residuals:······················46···BIC:·····························144.9\n",
423 ······"Df·Model:···························3·········································\n",423 ······"Df·Model:···························3·········································\n",
424 ······"Covariance·Type:············nonrobust·········································\n",424 ······"Covariance·Type:············nonrobust·········································\n",
425 ······"==============================================================================\n",425 ······"==============================================================================\n",
426 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",426 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
427 ······"------------------------------------------------------------------------------\n",427 ······"------------------------------------------------------------------------------\n",
Offset 650, 16 lines modifiedOffset 650, 16 lines modified
650 ·····"output_type":·"stream",650 ·····"output_type":·"stream",
651 ·····"text":·[651 ·····"text":·[
652 ······"····························OLS·Regression·Results····························\n",652 ······"····························OLS·Regression·Results····························\n",
653 ······"==============================================================================\n",653 ······"==============================================================================\n",
654 ······"Dep.·Variable:·················TOTEMP···R-squared:·······················0.995\n",654 ······"Dep.·Variable:·················TOTEMP···R-squared:·······················0.995\n",
655 ······"Model:····························OLS···Adj.·R-squared:··················0.992\n",655 ······"Model:····························OLS···Adj.·R-squared:··················0.992\n",
656 ······"Method:·················Least·Squares···F-statistic:·····················330.3\n",656 ······"Method:·················Least·Squares···F-statistic:·····················330.3\n",
657 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········4.98e-10\n",657 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········4.98e-10\n",
658 ······"Time:························11:14:05···Log-Likelihood:················-109.62\n",658 ······"Time:························21:04:25···Log-Likelihood:················-109.62\n",
659 ······"No.·Observations:··················16···AIC:·····························233.2\n",659 ······"No.·Observations:··················16···AIC:·····························233.2\n",
660 ······"Df·Residuals:·······················9···BIC:·····························238.6\n",660 ······"Df·Residuals:·······················9···BIC:·····························238.6\n",
661 ······"Df·Model:···························6·········································\n",661 ······"Df·Model:···························6·········································\n",
662 ······"Covariance·Type:············nonrobust·········································\n",662 ······"Covariance·Type:············nonrobust·········································\n",
663 ······"==============================================================================\n",663 ······"==============================================================================\n",
664 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",664 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
665 ······"------------------------------------------------------------------------------\n",665 ······"------------------------------------------------------------------------------\n",
Offset 852, 14 lines modifiedOffset 852, 30 lines modified
852 ···"cell_type":·"code",852 ···"cell_type":·"code",
853 ···"execution_count":·26,853 ···"execution_count":·26,
854 ···"metadata":·{854 ···"metadata":·{
855 ····"collapsed":·false855 ····"collapsed":·false
856 ···},856 ···},
857 ···"outputs":·[857 ···"outputs":·[
858 ····{858 ····{
 859 ·····"name":·"stderr",
 860 ·····"output_type":·"stream",
 861 ·····"text":·[
 862 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:309:·RuntimeWarning:·invalid·value·encountered·in·sqrt\n",
 863 ······"··return··self.results.resid·/·sigma·/·np.sqrt(1·-·hii)\n",
 864 ······"/usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·greater\n",
 865 ······"··return·(self.a·<·x)·&·(x·<·self.b)\n",
 866 ······"/usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·less\n",
 867 ······"··return·(self.a·<·x)·&·(x·<·self.b)\n",
 868 ······"/usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:1821:·RuntimeWarning:·invalid·value·encountered·in·less_equal\n",
 869 ······"··cond2·=·cond0·&·(x·<=·self.a)\n",
 870 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:323:·RuntimeWarning:·invalid·value·encountered·in·sqrt\n",
 871 ······"··dffits_·=·self.resid_studentized_internal·*·np.sqrt(hii·/·(1·-·hii))\n"
 872 ·····]
 873 ····},
 874 ····{
859 ·····"name":·"stdout",875 ·····"name":·"stdout",
860 ·····"output_type":·"stream",876 ·····"output_type":·"stream",
861 ·····"text":·[877 ·····"text":·[
862 ······"····dfb_const··dfb_GNPDEFL·······dfb_GNP·····dfb_UNEMP·····dfb_ARMED··\\\n",878 ······"····dfb_const··dfb_GNPDEFL·······dfb_GNP·····dfb_UNEMP·····dfb_ARMED··\\\n",
863 ······"0···-0.016406··-169.822675··1.673981e+06··54490.318088··51447.824036···\n",879 ······"0···-0.016406··-169.822675··1.673981e+06··54490.318088··51447.824036···\n",
864 ······"1···-0.020608··-187.251727··1.829990e+06··54495.312977··52659.808664···\n",880 ······"1···-0.020608··-187.251727··1.829990e+06··54495.312977··52659.808664···\n",
865 ······"2···-0.008382···-65.417834··1.587601e+06··52002.330476··49078.352378···\n",881 ······"2···-0.008382···-65.417834··1.587601e+06··52002.330476··49078.352378···\n",
Offset 896, 24 lines modifiedOffset 912, 14 lines modified
896 ······"15·-110176.960671·-28053.834556··\n"912 ······"15·-110176.960671·-28053.834556··\n"
897 ·····]913 ·····]
898 ····},914 ····},
899 ····{915 ····{
900 ·····"name":·"stderr",916 ·····"name":·"stderr",
901 ·····"output_type":·"stream",917 ·····"output_type":·"stream",
902 ·····"text":·[918 ·····"text":·[
903 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:309:·RuntimeWarning:·invalid·value·encountered·in·sqrt\n", 
904 ······"··return··self.results.resid·/·sigma·/·np.sqrt(1·-·hii)\n", 
905 ······"/usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·greater\n", 
906 ······"··return·(self.a·<·x)·&·(x·<·self.b)\n", 
907 ······"/usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:879:·RuntimeWarning:·invalid·value·encountered·in·less\n", 
908 ······"··return·(self.a·<·x)·&·(x·<·self.b)\n", 
909 ······"/usr/lib/python3/dist-packages/scipy/stats/_distn_infrastructure.py:1821:·RuntimeWarning:·invalid·value·encountered·in·less_equal\n", 
910 ······"··cond2·=·cond0·&·(x·<=·self.a)\n", 
911 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:323:·RuntimeWarning:·invalid·value·encountered·in·sqrt\n", 
912 ······"··dffits_·=·self.resid_studentized_internal·*·np.sqrt(hii·/·(1·-·hii))\n", 
913 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:352:·RuntimeWarning:·invalid·value·encountered·in·sqrt\n",919 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/stats/outliers_influence.py:352:·RuntimeWarning:·invalid·value·encountered·in·sqrt\n",
914 ······"··dffits_·=·self.resid_studentized_external·*·np.sqrt(hii·/·(1·-·hii))\n"920 ······"··dffits_·=·self.resid_studentized_external·*·np.sqrt(hii·/·(1·-·hii))\n"
915 ·····]921 ·····]
916 ····}922 ····}
917 ···],923 ···],
918 ···"source":·[924 ···"source":·[
919 ····"print(infl.summary_frame().filter(regex=\"dfb\"))"925 ····"print(infl.summary_frame().filter(regex=\"dfb\"))"
⊟
955 KB
./usr/share/doc/python-statsmodels/examples/executed/plots_boxplots.ipynb.gz
⊟
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1 gzip·compressed·data,·max·compression,·from·Unix,·original·size·10120621 gzip·compressed·data,·max·compression,·from·Unix,·original·size·1010994
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955 KB
plots_boxplots.ipynb
    
Offset 152, 15 lines modifiedOffset 152, 15 lines modified
152 ···"execution_count":·5,152 ···"execution_count":·5,
153 ···"metadata":·{153 ···"metadata":·{
154 ····"collapsed":·false154 ····"collapsed":·false
155 ···},155 ···},
156 ···"outputs":·[156 ···"outputs":·[
157 ····{157 ····{
158 ·····"data":·{158 ·····"data":·{
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160 ······"text/plain":·[160 ······"text/plain":·[
161 ·······"<Figure·size·720x576·with·1·Axes>"161 ·······"<Figure·size·720x576·with·1·Axes>"
162 ······]162 ······]
163 ·····},163 ·····},
164 ·····"metadata":·{164 ·····"metadata":·{
165 ······"needs_background":·"light"165 ······"needs_background":·"light"
166 ·····},166 ·····},
Offset 248, 15 lines modifiedOffset 248, 15 lines modified
248 ···"execution_count":·9,248 ···"execution_count":·9,
249 ···"metadata":·{249 ···"metadata":·{
250 ····"collapsed":·false250 ····"collapsed":·false
251 ···},251 ···},
252 ···"outputs":·[252 ···"outputs":·[
253 ····{253 ····{
254 ·····"data":·{254 ·····"data":·{
255 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·105724,·SHA:·5a97ac1faa97885db95ebbb0331480b065f891a9ef4b1929dc250c538a5c39e2·...·]\n",255 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·104252,·SHA:·7d97a66025e0d0e9ca72c1552d23627ef06975f2deda5cc3431c9e60e00f53c6·...·]\n",
256 ······"text/plain":·[256 ······"text/plain":·[
257 ·······"<Figure·size·720x576·with·1·Axes>"257 ·······"<Figure·size·720x576·with·1·Axes>"
258 ······]258 ······]
259 ·····},259 ·····},
260 ·····"metadata":·{260 ·····"metadata":·{
261 ······"needs_background":·"light"261 ······"needs_background":·"light"
262 ·····},262 ·····},
Offset 272, 15 lines modifiedOffset 272, 15 lines modified
272 ···"execution_count":·10,272 ···"execution_count":·10,
273 ···"metadata":·{273 ···"metadata":·{
274 ····"collapsed":·false274 ····"collapsed":·false
275 ···},275 ···},
276 ···"outputs":·[276 ···"outputs":·[
277 ····{277 ····{
278 ·····"data":·{278 ·····"data":·{
279 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·102462,·SHA:·76d8254426feae2b5955921a1f04dc7a8c3d899fc0c84f3bb436e8f05f293056·...·]AAAABJRU5ErkJggg==\n",279 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·102706,·SHA:·73513aec90d39df2f9d84148088c8c8674c307e4a7c614226194d3ecd0463572·...·]AAAABJRU5ErkJggg==\n",
280 ······"text/plain":·[280 ······"text/plain":·[
281 ·······"<Figure·size·720x576·with·1·Axes>"281 ·······"<Figure·size·720x576·with·1·Axes>"
282 ······]282 ······]
283 ·····},283 ·····},
284 ·····"metadata":·{284 ·····"metadata":·{
285 ······"needs_background":·"light"285 ······"needs_background":·"light"
286 ·····},286 ·····},
Offset 447, 15 lines modifiedOffset 447, 15 lines modified
447 ·····},447 ·····},
448 ·····"execution_count":·14,448 ·····"execution_count":·14,
449 ·····"metadata":·{},449 ·····"metadata":·{},
450 ·····"output_type":·"execute_result"450 ·····"output_type":·"execute_result"
451 ····},451 ····},
452 ····{452 ····{
453 ·····"data":·{453 ·····"data":·{
454 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·83069,·SHA:·e9269caaff87f4d5b278d58c9920d5b49a0db4484d3065d0ae1829c294e69648·...·]AAAAASUVORK5CYII=\n",454 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·83197,·SHA:·de3947422b8786ba2444fb4f2c60dba2fbd1bd922676628347dc368255706906·...·]AAAAASUVORK5CYII=\n",
455 ······"text/plain":·[455 ······"text/plain":·[
456 ·······"<Figure·size·720x576·with·1·Axes>"456 ·······"<Figure·size·720x576·with·1·Axes>"
457 ······]457 ······]
458 ·····},458 ·····},
459 ·····"metadata":·{459 ·····"metadata":·{
460 ······"needs_background":·"light"460 ······"needs_background":·"light"
461 ·····},461 ·····},
Offset 494, 15 lines modifiedOffset 494, 15 lines modified
494 ·····},494 ·····},
495 ·····"execution_count":·15,495 ·····"execution_count":·15,
496 ·····"metadata":·{},496 ·····"metadata":·{},
497 ·····"output_type":·"execute_result"497 ·····"output_type":·"execute_result"
498 ····},498 ····},
499 ····{499 ····{
500 ·····"data":·{500 ·····"data":·{
501 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·86152,·SHA:·72a529295cf271326580f674218c31fc9aea93bdbc337c188d22c3807617652a·...·]AAAAAElFTkSuQmCC\n",501 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·86088,·SHA:·7dae9846766083d300b658e70f53f37b44bf0731a3f8ec3839018c41c49f62bc·...·]AAAAAElFTkSuQmCC\n",
502 ······"text/plain":·[502 ······"text/plain":·[
503 ·······"<Figure·size·720x576·with·1·Axes>"503 ·······"<Figure·size·720x576·with·1·Axes>"
504 ······]504 ······]
505 ·····},505 ·····},
506 ·····"metadata":·{506 ·····"metadata":·{
507 ······"needs_background":·"light"507 ······"needs_background":·"light"
508 ·····},508 ·····},
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./usr/share/doc/python-statsmodels/examples/executed/predict.ipynb.gz
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1 gzip·compressed·data,·max·compression,·from·Unix,·original·size·281101 gzip·compressed·data,·max·compression,·from·Unix,·original·size·28355
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predict.ipynb
    
Offset 72, 35 lines modifiedOffset 72, 35 lines modified
72 ···"outputs":·[72 ···"outputs":·[
73 ····{73 ····{
74 ·····"name":·"stdout",74 ·····"name":·"stdout",
75 ·····"output_type":·"stream",75 ·····"output_type":·"stream",
76 ·····"text":·[76 ·····"text":·[
77 ······"····························OLS·Regression·Results····························\n",77 ······"····························OLS·Regression·Results····························\n",
78 ······"==============================================================================\n",78 ······"==============================================================================\n",
79 ······"Dep.·Variable:······················y···R-squared:·······················0.988\n",79 ······"Dep.·Variable:······················y···R-squared:·······················0.976\n",
80 ······"Model:····························OLS···Adj.·R-squared:··················0.987\n",80 ······"Model:····························OLS···Adj.·R-squared:··················0.974\n",
81 ······"Method:·················Least·Squares···F-statistic:·····················1291.\n",81 ······"Method:·················Least·Squares···F-statistic:·····················615.7\n",
82 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········2.17e-44\n",82 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········4.01e-37\n",
83 ······"Time:························11:13:55···Log-Likelihood:·················8.3727\n",83 ······"Time:························21:04:07···Log-Likelihood:················-8.4370\n",
84 ······"No.·Observations:··················50···AIC:····························-8.745\n",84 ······"No.·Observations:··················50···AIC:·····························24.87\n",
85 ······"Df·Residuals:······················46···BIC:····························-1.097\n",85 ······"Df·Residuals:······················46···BIC:·····························32.52\n",
86 ······"Df·Model:···························3·········································\n",86 ······"Df·Model:···························3·········································\n",
87 ······"Covariance·Type:············nonrobust·········································\n",87 ······"Covariance·Type:············nonrobust·········································\n",
88 ······"==============================================================================\n",88 ······"==============================================================================\n",
89 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",89 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
90 ······"------------------------------------------------------------------------------\n",90 ······"------------------------------------------------------------------------------\n",
91 ······"const··········4.9640······0.073·····68.255······0.000·······4.818·······5.110\n",91 ······"const··········4.9742······0.102·····48.868······0.000·······4.769·······5.179\n",
92 ······"x1·············0.5095······0.011·····45.429······0.000·······0.487·······0.532\n",92 ······"x1·············0.4999······0.016·····31.841······0.000·······0.468·······0.531\n",
93 ······"x2·············0.4391······0.044······9.959······0.000·······0.350·······0.528\n",93 ······"x2·············0.5041······0.062······8.169······0.000·······0.380·······0.628\n",
94 ······"x3············-0.0204······0.001····-20.720······0.000······-0.022······-0.018\n",94 ······"x3············-0.0206······0.001····-14.960······0.000······-0.023······-0.018\n",
95 ······"==============================================================================\n",95 ······"==============================================================================\n",
96 ······"Omnibus:························0.895···Durbin-Watson:···················2.134\n",96 ······"Omnibus:························0.920···Durbin-Watson:···················2.224\n",
97 ······"Prob(Omnibus):··················0.639···Jarque-Bera·(JB):················0.614\n",97 ······"Prob(Omnibus):··················0.631···Jarque-Bera·(JB):················0.973\n",
98 ······"Skew:··························-0.271···Prob(JB):························0.736\n",98 ······"Skew:···························0.290···Prob(JB):························0.615\n",
99 ······"Kurtosis:·······················2.980···Cond.·No.·························221.\n",99 ······"Kurtosis:·······················2.640···Cond.·No.·························221.\n",
100 ······"==============================================================================\n",100 ······"==============================================================================\n",
101 ······"\n",101 ······"\n",
102 ······"Warnings:\n",102 ······"Warnings:\n",
103 ······"[1]·Standard·Errors·assume·that·the·covariance·matrix·of·the·errors·is·correctly·specified.\n"103 ······"[1]·Standard·Errors·assume·that·the·covariance·matrix·of·the·errors·is·correctly·specified.\n"
104 ·····]104 ·····]
105 ····}105 ····}
106 ···],106 ···],
Offset 124, 23 lines modifiedOffset 124, 23 lines modified
124 ····"collapsed":·false124 ····"collapsed":·false
125 ···},125 ···},
126 ···"outputs":·[126 ···"outputs":·[
127 ····{127 ····{
128 ·····"name":·"stdout",128 ·····"name":·"stdout",
129 ·····"output_type":·"stream",129 ·····"output_type":·"stream",
130 ·····"text":·[130 ·····"text":·[
131 ······"[·4.4538439···4.91600826··5.34273695··5.71009815··6.00279693··6.2166881\n", 
132 ······"··6.35945734··6.44935838··6.51221403··6.57717351··6.67192335··6.81813858\n", 
133 ······"··7.02792155··7.30181356··7.62870595··7.9876652···8.35137223··8.69061089\n", 
134 ······"··8.97906806··9.19765684··9.33765245··9.40212571··9.4054385···9.37088415\n", 
135 ······"··9.3268604···9.30220376··9.32145171··9.40081131··9.54549638··9.74887092\n", 
136 ······"··9.99353936·10.25420462·10.50182435·10.70838248·10.85149223·10.91807413\n", 
137 ······"·10.90650499·10.82688458·10.69937625·10.55089414·10.41068129·10.30550509\n", 
138 ······"·10.25525944·10.26969629·10.34682336·10.47323152·10.62629785·10.77790252\n", 
139 ······"·10.89904881·10.96462716]\n"131 ······"[·4.45873786··4.94358929··5.38869467··5.76657988··6.05968604··6.26325445\n",
 132 ······"··6.38610837··6.4492034···6.48218458··6.51851572··6.58998143··6.72146503\n",
 133 ······"··6.92686021··7.20678841··7.54849668··7.92795299··8.31379455··8.67248074\n",
 134 ······"··8.97380361··9.19585109··9.32860697··9.37559661··9.35330769··9.28848137\n",
 135 ······"··9.21371874··9.1621246···9.16186843··9.23155619··9.37717344··9.59110195\n",
 136 ······"··9.85337129·10.13493999·10.40246692·10.62378914·10.77320624·10.83570278\n",
 137 ······"·10.80941529·10.7059385··10.54842025·10.36775847·10.19752468·10.06844829\n",
 138 ······"·10.00336785·10.01347874·10.09649383·10.23701919·10.40908332·10.58040416\n",
 139 ······"·10.71769297·10.79212355]\n"
140 ·····]140 ·····]
141 ····}141 ····}
142 ···],142 ···],
143 ···"source":·[143 ···"source":·[
144 ····"ypred·=·olsres.predict(X)\n",144 ····"ypred·=·olsres.predict(X)\n",
145 ····"print(ypred)"145 ····"print(ypred)"
146 ···]146 ···]
Offset 159, 16 lines modifiedOffset 159, 16 lines modified
159 ····"collapsed":·false159 ····"collapsed":·false
160 ···},160 ···},
161 ···"outputs":·[161 ···"outputs":·[
162 ····{162 ····{
163 ·····"name":·"stdout",163 ·····"name":·"stdout",
164 ·····"output_type":·"stream",164 ·····"output_type":·"stream",
165 ·····"text":·[165 ·····"text":·[
166 ······"[10.94505582·10.80811007·10.57101065·10.27300146··9.96574126··9.70065581\n", 
167 ······"··9.51634707··9.42914208··9.42909553··9.48242472]\n"166 ······"[10.7698824··10.61429607·10.34513427·10.00744966··9.6605474···9.36346516\n",
 167 ······"··9.16051865··9.07045159··9.08184661··9.15592056]\n"
168 ·····]168 ·····]
169 ····}169 ····}
170 ···],170 ···],
171 ···"source":·[171 ···"source":·[
172 ····"x1n·=·np.linspace(20.5,25,·10)\n",172 ····"x1n·=·np.linspace(20.5,25,·10)\n",
173 ····"Xnew·=·np.column_stack((x1n,·np.sin(x1n),·(x1n-5)**2))\n",173 ····"Xnew·=·np.column_stack((x1n,·np.sin(x1n),·(x1n-5)**2))\n",
174 ····"Xnew·=·sm.add_constant(Xnew)\n",174 ····"Xnew·=·sm.add_constant(Xnew)\n",
Offset 188, 15 lines modifiedOffset 188, 15 lines modified
188 ···"execution_count":·6,188 ···"execution_count":·6,
189 ···"metadata":·{189 ···"metadata":·{
190 ····"collapsed":·false190 ····"collapsed":·false
191 ···},191 ···},
192 ···"outputs":·[192 ···"outputs":·[
193 ····{193 ····{
194 ·····"data":·{194 ·····"data":·{
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196 ······"text/plain":·[196 ······"text/plain":·[
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199 ·····},199 ·····},
200 ·····"metadata":·{200 ·····"metadata":·{
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255 ···"metadata":·{255 ···"metadata":·{
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259 ····{259 ····{
260 ·····"data":·{260 ·····"data":·{
261 ······"text/plain":·[261 ······"text/plain":·[
262 ·······"Intercept···········4.963976\n",262 ·······"Intercept···········4.974245\n",
263 ·······"x1··················0.509547\n",263 ·······"x1··················0.499860\n",
264 ·······"np.sin(x1)··········0.439123\n",264 ·······"np.sin(x1)··········0.504121\n",
265 ·······"I((x1·-·5)·**·2)···-0.020405\n",265 ·······"I((x1·-·5)·**·2)···-0.020620\n",
266 ·······"dtype:·float64"266 ·······"dtype:·float64"
267 ······]267 ······]
268 ·····},268 ·····},
269 ·····"execution_count":·8,269 ·····"execution_count":·8,
270 ·····"metadata":·{},270 ·····"metadata":·{},
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272 ····}272 ····}
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288 ···"metadata":·{288 ···"metadata":·{
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292 ····{292 ····{
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144 ·····"output_type":·"stream",144 ·····"output_type":·"stream",
145 ·····"text":·[145 ·····"text":·[
146 ······"·························QuantReg·Regression·Results··························\n",146 ······"·························QuantReg·Regression·Results··························\n",
147 ······"==============================================================================\n",147 ······"==============================================================================\n",
148 ······"Dep.·Variable:················foodexp···Pseudo·R-squared:···············0.6206\n",148 ······"Dep.·Variable:················foodexp···Pseudo·R-squared:···············0.6206\n",
149 ······"Model:·······················QuantReg···Bandwidth:·······················64.51\n",149 ······"Model:·······················QuantReg···Bandwidth:·······················64.51\n",
150 ······"Method:·················Least·Squares···Sparsity:························209.3\n",150 ······"Method:·················Least·Squares···Sparsity:························209.3\n",
151 ······"Date:················Fri,·02·Oct·2020···No.·Observations:··················235\n",151 ······"Date:················Fri,·05·Nov·2021···No.·Observations:··················235\n",
152 ······"Time:························11:13:54···Df·Residuals:······················233\n",152 ······"Time:························21:04:06···Df·Residuals:······················233\n",
153 ······"········································Df·Model:····························1\n",153 ······"········································Df·Model:····························1\n",
154 ······"==============================================================================\n",154 ······"==============================================================================\n",
155 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",155 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
156 ······"------------------------------------------------------------------------------\n",156 ······"------------------------------------------------------------------------------\n",
157 ······"Intercept·····81.4823·····14.634······5.568······0.000······52.649·····110.315\n",157 ······"Intercept·····81.4823·····14.634······5.568······0.000······52.649·····110.315\n",
158 ······"income·········0.5602······0.013·····42.516······0.000·······0.534·······0.586\n",158 ······"income·········0.5602······0.013·····42.516······0.000·······0.534·······0.586\n",
159 ······"==============================================================================\n",159 ······"==============================================================================\n",
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recursive_ls.ipynb
    
Offset 109, 16 lines modifiedOffset 109, 16 lines modified
109 ·····"name":·"stdout",109 ·····"name":·"stdout",
110 ·····"output_type":·"stream",110 ·····"output_type":·"stream",
111 ·····"text":·[111 ·····"text":·[
112 ······"···························Statespace·Model·Results···························\n",112 ······"···························Statespace·Model·Results···························\n",
113 ······"==============================================================================\n",113 ······"==============================================================================\n",
114 ······"Dep.·Variable:·······WORLDCONSUMPTION···No.·Observations:···················25\n",114 ······"Dep.·Variable:·······WORLDCONSUMPTION···No.·Observations:···················25\n",
115 ······"Model:····················RecursiveLS···Log·Likelihood················-153.737\n",115 ······"Model:····················RecursiveLS···Log·Likelihood················-153.737\n",
116 ······"Date:················Fri,·02·Oct·2020···AIC····························317.474\n",116 ······"Date:················Fri,·05·Nov·2021···AIC····························317.474\n",
117 ······"Time:························11:13:53···BIC····························323.568\n",117 ······"Time:························21:04:06···BIC····························323.568\n",
118 ······"Sample:····················01-01-1951···HQIC···························319.164\n",118 ······"Sample:····················01-01-1951···HQIC···························319.164\n",
119 ······"·························-·01-01-1975·········································\n",119 ······"·························-·01-01-1975·········································\n",
120 ······"Covariance·Type:············nonrobust·········································\n",120 ······"Covariance·Type:············nonrobust·········································\n",
121 ······"==================================================================================\n",121 ······"==================================================================================\n",
122 ······"·····················coef····std·err··········z······P>|z|······[0.025······0.975]\n",122 ······"·····················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
123 ······"----------------------------------------------------------------------------------\n",123 ······"----------------------------------------------------------------------------------\n",
124 ······"const··········-6513.9911···2367.691·····-2.751······0.006···-1.12e+04···-1873.401\n",124 ······"const··········-6513.9911···2367.691·····-2.751······0.006···-1.12e+04···-1873.401\n",
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regression_diagnostics.ipynb
    
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35 ·····"output_type":·"stream",35 ·····"output_type":·"stream",
36 ·····"text":·[36 ·····"text":·[
37 ······"····························OLS·Regression·Results····························\n",37 ······"····························OLS·Regression·Results····························\n",
38 ······"==============================================================================\n",38 ······"==============================================================================\n",
39 ······"Dep.·Variable:················Lottery···R-squared:·······················0.348\n",39 ······"Dep.·Variable:················Lottery···R-squared:·······················0.348\n",
40 ······"Model:····························OLS···Adj.·R-squared:··················0.333\n",40 ······"Model:····························OLS···Adj.·R-squared:··················0.333\n",
41 ······"Method:·················Least·Squares···F-statistic:·····················22.20\n",41 ······"Method:·················Least·Squares···F-statistic:·····················22.20\n",
42 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········1.90e-08\n",42 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········1.90e-08\n",
43 ······"Time:························11:13:14···Log-Likelihood:················-379.82\n",43 ······"Time:························21:03:00···Log-Likelihood:················-379.82\n",
44 ······"No.·Observations:··················86···AIC:·····························765.6\n",44 ······"No.·Observations:··················86···AIC:·····························765.6\n",
45 ······"Df·Residuals:······················83···BIC:·····························773.0\n",45 ······"Df·Residuals:······················83···BIC:·····························773.0\n",
46 ······"Df·Model:···························2·········································\n",46 ······"Df·Model:···························2·········································\n",
47 ······"Covariance·Type:············nonrobust·········································\n",47 ······"Covariance·Type:············nonrobust·········································\n",
48 ······"===================================================================================\n",48 ······"===================================================================================\n",
49 ······"······················coef····std·err··········t······P>|t|······[0.025······0.975]\n",49 ······"······················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
50 ······"-----------------------------------------------------------------------------------\n",50 ······"-----------------------------------------------------------------------------------\n",
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regression_plots.ipynb
    
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182 ·····"output_type":·"stream",182 ·····"output_type":·"stream",
183 ·····"text":·[183 ·····"text":·[
184 ······"····························OLS·Regression·Results····························\n",184 ······"····························OLS·Regression·Results····························\n",
185 ······"==============================================================================\n",185 ······"==============================================================================\n",
186 ······"Dep.·Variable:···············prestige···R-squared:·······················0.828\n",186 ······"Dep.·Variable:···············prestige···R-squared:·······················0.828\n",
187 ······"Model:····························OLS···Adj.·R-squared:··················0.820\n",187 ······"Model:····························OLS···Adj.·R-squared:··················0.820\n",
188 ······"Method:·················Least·Squares···F-statistic:·····················101.2\n",188 ······"Method:·················Least·Squares···F-statistic:·····················101.2\n",
189 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········8.65e-17\n",189 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········8.65e-17\n",
190 ······"Time:························11:13:49···Log-Likelihood:················-178.98\n",190 ······"Time:························21:04:00···Log-Likelihood:················-178.98\n",
191 ······"No.·Observations:··················45···AIC:·····························364.0\n",191 ······"No.·Observations:··················45···AIC:·····························364.0\n",
192 ······"Df·Residuals:······················42···BIC:·····························369.4\n",192 ······"Df·Residuals:······················42···BIC:·····························369.4\n",
193 ······"Df·Model:···························2·········································\n",193 ······"Df·Model:···························2·········································\n",
194 ······"Covariance·Type:············nonrobust·········································\n",194 ······"Covariance·Type:············nonrobust·········································\n",
195 ······"==============================================================================\n",195 ······"==============================================================================\n",
196 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",196 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
197 ······"------------------------------------------------------------------------------\n",197 ······"------------------------------------------------------------------------------\n",
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372 ·····"output_type":·"stream",372 ·····"output_type":·"stream",
373 ·····"text":·[373 ·····"text":·[
374 ······"····························OLS·Regression·Results····························\n",374 ······"····························OLS·Regression·Results····························\n",
375 ······"==============================================================================\n",375 ······"==============================================================================\n",
376 ······"Dep.·Variable:···············prestige···R-squared:·······················0.876\n",376 ······"Dep.·Variable:···············prestige···R-squared:·······················0.876\n",
377 ······"Model:····························OLS···Adj.·R-squared:··················0.870\n",377 ······"Model:····························OLS···Adj.·R-squared:··················0.870\n",
378 ······"Method:·················Least·Squares···F-statistic:·····················138.1\n",378 ······"Method:·················Least·Squares···F-statistic:·····················138.1\n",
379 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········2.02e-18\n",379 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········2.02e-18\n",
380 ······"Time:························11:13:54···Log-Likelihood:················-160.59\n",380 ······"Time:························21:04:07···Log-Likelihood:················-160.59\n",
381 ······"No.·Observations:··················42···AIC:·····························327.2\n",381 ······"No.·Observations:··················42···AIC:·····························327.2\n",
382 ······"Df·Residuals:······················39···BIC:·····························332.4\n",382 ······"Df·Residuals:······················39···BIC:·····························332.4\n",
383 ······"Df·Model:···························2·········································\n",383 ······"Df·Model:···························2·········································\n",
384 ······"Covariance·Type:············nonrobust·········································\n",384 ······"Covariance·Type:············nonrobust·········································\n",
385 ······"==============================================================================\n",385 ······"==============================================================================\n",
386 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",386 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
387 ······"------------------------------------------------------------------------------\n",387 ······"------------------------------------------------------------------------------\n",
Offset 665, 16 lines modifiedOffset 665, 16 lines modified
665 ·····"output_type":·"stream",665 ·····"output_type":·"stream",
666 ·····"text":·[666 ·····"text":·[
667 ······"····························OLS·Regression·Results····························\n",667 ······"····························OLS·Regression·Results····························\n",
668 ······"==============================================================================\n",668 ······"==============================================================================\n",
669 ······"Dep.·Variable:·················murder···R-squared:·······················0.813\n",669 ······"Dep.·Variable:·················murder···R-squared:·······················0.813\n",
670 ······"Model:····························OLS···Adj.·R-squared:··················0.797\n",670 ······"Model:····························OLS···Adj.·R-squared:··················0.797\n",
671 ······"Method:·················Least·Squares···F-statistic:·····················50.08\n",671 ······"Method:·················Least·Squares···F-statistic:·····················50.08\n",
672 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········3.42e-16\n",672 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········3.42e-16\n",
673 ······"Time:························11:14:03···Log-Likelihood:················-95.050\n",673 ······"Time:························21:04:23···Log-Likelihood:················-95.050\n",
674 ······"No.·Observations:··················51···AIC:·····························200.1\n",674 ······"No.·Observations:··················51···AIC:·····························200.1\n",
675 ······"Df·Residuals:······················46···BIC:·····························209.8\n",675 ······"Df·Residuals:······················46···BIC:·····························209.8\n",
676 ······"Df·Model:···························4·········································\n",676 ······"Df·Model:···························4·········································\n",
677 ······"Covariance·Type:············nonrobust·········································\n",677 ······"Covariance·Type:············nonrobust·········································\n",
678 ······"==============================================================================\n",678 ······"==============================================================================\n",
679 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",679 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
680 ······"------------------------------------------------------------------------------\n",680 ······"------------------------------------------------------------------------------\n",
Offset 870, 16 lines modifiedOffset 870, 16 lines modified
870 ······"==============================================================================\n",870 ······"==============================================================================\n",
871 ······"Dep.·Variable:·················murder···No.·Observations:···················51\n",871 ······"Dep.·Variable:·················murder···No.·Observations:···················51\n",
872 ······"Model:····························RLM···Df·Residuals:·······················46\n",872 ······"Model:····························RLM···Df·Residuals:·······················46\n",
873 ······"Method:··························IRLS···Df·Model:····························4\n",873 ······"Method:··························IRLS···Df·Model:····························4\n",
874 ······"Norm:···················TukeyBiweight·········································\n",874 ······"Norm:···················TukeyBiweight·········································\n",
875 ······"Scale·Est.:·······················mad·········································\n",875 ······"Scale·Est.:·······················mad·········································\n",
876 ······"Cov·Type:··························H1·········································\n",876 ······"Cov·Type:··························H1·········································\n",
877 ······"Date:················Fri,·02·Oct·2020·········································\n",877 ······"Date:················Fri,·05·Nov·2021·········································\n",
878 ······"Time:························11:14:10·········································\n",878 ······"Time:························21:04:36·········································\n",
879 ······"No.·Iterations:····················50·········································\n",879 ······"No.·Iterations:····················50·········································\n",
880 ······"==============================================================================\n",880 ······"==============================================================================\n",
881 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",881 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
882 ······"------------------------------------------------------------------------------\n",882 ······"------------------------------------------------------------------------------\n",
883 ······"Intercept·····-4.2986······9.494·····-0.453······0.651·····-22.907······14.310\n",883 ······"Intercept·····-4.2986······9.494·····-0.453······0.651·····-22.907······14.310\n",
884 ······"urban··········0.0029······0.012······0.241······0.809······-0.021·······0.027\n",884 ······"urban··········0.0029······0.012······0.241······0.809······-0.021·······0.027\n",
885 ······"poverty········0.2753······0.110······2.499······0.012·······0.059·······0.491\n",885 ······"poverty········0.2753······0.110······2.499······0.012·······0.059·······0.491\n",
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./usr/share/doc/python-statsmodels/examples/executed/robust_models_0.ipynb.gz
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1 gzip·compressed·data,·max·compression,·from·Unix,·original·size·1017421 gzip·compressed·data,·max·compression,·from·Unix,·original·size·100887
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robust_models_0.ipynb
    
Offset 87, 16 lines modifiedOffset 87, 16 lines modified
87 ······"==============================================================================\n",87 ······"==============================================================================\n",
88 ······"Dep.·Variable:······················y···No.·Observations:···················21\n",88 ······"Dep.·Variable:······················y···No.·Observations:···················21\n",
89 ······"Model:····························RLM···Df·Residuals:·······················17\n",89 ······"Model:····························RLM···Df·Residuals:·······················17\n",
90 ······"Method:··························IRLS···Df·Model:····························3\n",90 ······"Method:··························IRLS···Df·Model:····························3\n",
91 ······"Norm:··························HuberT·········································\n",91 ······"Norm:··························HuberT·········································\n",
92 ······"Scale·Est.:·······················mad·········································\n",92 ······"Scale·Est.:·······················mad·········································\n",
93 ······"Cov·Type:··························H1·········································\n",93 ······"Cov·Type:··························H1·········································\n",
94 ······"Date:················Fri,·02·Oct·2020·········································\n",94 ······"Date:················Fri,·05·Nov·2021·········································\n",
95 ······"Time:························11:13:46·········································\n",95 ······"Time:························21:03:57·········································\n",
96 ······"No.·Iterations:····················19·········································\n",96 ······"No.·Iterations:····················19·········································\n",
97 ······"==============================================================================\n",97 ······"==============================================================================\n",
98 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",98 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
99 ······"------------------------------------------------------------------------------\n",99 ······"------------------------------------------------------------------------------\n",
100 ······"var_0········-41.0265······9.792·····-4.190······0.000·····-60.218·····-21.835\n",100 ······"var_0········-41.0265······9.792·····-4.190······0.000·····-60.218·····-21.835\n",
101 ······"var_1··········0.8294······0.111······7.472······0.000·······0.612·······1.047\n",101 ······"var_1··········0.8294······0.111······7.472······0.000·······0.612·······1.047\n",
102 ······"var_2··········0.9261······0.303······3.057······0.002·······0.332·······1.520\n",102 ······"var_2··········0.9261······0.303······3.057······0.002·······0.332·······1.520\n",
Offset 220, 25 lines modifiedOffset 220, 25 lines modified
220 ····"collapsed":·false220 ····"collapsed":·false
221 ···},221 ···},
222 ···"outputs":·[222 ···"outputs":·[
223 ····{223 ····{
224 ·····"name":·"stdout",224 ·····"name":·"stdout",
225 ·····"output_type":·"stream",225 ·····"output_type":·"stream",
226 ·····"text":·[226 ·····"text":·[
227 ······"[·5.18221962··0.52133319·-0.01372236]\n",227 ······"[·5.22541902··0.50017958·-0.01219962]\n",
228 ······"[0.47163353·0.07281385·0.0064429·]\n",228 ······"[0.46757442·0.07218718·0.00638745]\n",
229 ······"[·4.83916074··5.10567331··5.36761366··5.6249818···5.87777772··6.12600143\n", 
230 ······"··6.36965293··6.60873222··6.84323929··7.07317415··7.29853679··7.51932722\n", 
231 ······"··7.73554544··7.94719145··8.15426524··8.35676682··8.55469618··8.74805334\n", 
232 ······"··8.93683827··9.121051····9.30069151··9.47575981··9.6462559···9.81217977\n", 
233 ······"··9.97353143·10.13031087·10.2825181··10.43015312·10.57321593·10.71170652\n", 
234 ······"·10.8456249··10.97497106·11.09974502·11.21994675·11.33557628·11.44663359\n", 
235 ······"·11.55311869·11.65503158·11.75237225·11.84514071·11.93333695·12.01696099\n", 
236 ······"·12.09601281·12.17049241·12.2403998··12.30573498·12.36649795·12.4226887\n", 
237 ······"·12.47430724·12.52135357]\n"229 ······"[·4.92042848··5.17234536··5.42019739··5.66398458··5.90370692··6.13936441\n",
 230 ······"··6.37095706··6.59848486··6.82194781··7.04134592··7.25667918··7.46794759\n",
 231 ······"··7.67515116··7.87828987··8.07736374··8.27237277··8.46331695··8.65019628\n",
 232 ······"··8.83301076··9.0117604···9.18644519··9.35706513··9.52362022··9.68611047\n",
 233 ······"··9.84453587··9.99889643·10.14919213·10.295423···10.43758901·10.57569018\n",
 234 ······"·10.7097265··10.83969797·10.96560459·11.08744637·11.2052233··11.31893539\n",
 235 ······"·11.42858263·11.53416502·11.63568256·11.73313526·11.82652311·11.91584611\n",
 236 ······"·12.00110427·12.08229758·12.15942604·12.23248966·12.30148842·12.36642235\n",
 237 ······"·12.42729142·12.48409565]\n"
238 ·····]238 ·····]
239 ····}239 ····}
240 ···],240 ···],
241 ···"source":·[241 ···"source":·[
242 ····"res·=·sm.OLS(y2,·X).fit()\n",242 ····"res·=·sm.OLS(y2,·X).fit()\n",
243 ····"print(res.params)\n",243 ····"print(res.params)\n",
244 ····"print(res.bse)\n",244 ····"print(res.bse)\n",
Offset 259, 16 lines modifiedOffset 259, 16 lines modified
259 ····"collapsed":·false259 ····"collapsed":·false
260 ···},260 ···},
261 ···"outputs":·[261 ···"outputs":·[
262 ····{262 ····{
263 ·····"name":·"stdout",263 ·····"name":·"stdout",
264 ·····"output_type":·"stream",264 ·····"output_type":·"stream",
265 ·····"text":·[265 ·····"text":·[
266 ······"[·5.11061738e+00··5.08110103e-01·-3.11844580e-03]\n", 
267 ······"[0.13343147·0.02060002·0.00182278]\n"266 ······"[·5.13485322e+00··4.87667827e-01·-1.28397067e-03]\n",
 267 ······"[0.13501742·0.02084487·0.00184445]\n"
268 ·····]268 ·····]
269 ····}269 ····}
270 ···],270 ···],
271 ···"source":·[271 ···"source":·[
272 ····"resrlm·=·sm.RLM(y2,·X).fit()\n",272 ····"resrlm·=·sm.RLM(y2,·X).fit()\n",
273 ····"print(resrlm.params)\n",273 ····"print(resrlm.params)\n",
274 ····"print(resrlm.bse)"274 ····"print(resrlm.bse)"
Offset 287, 24 lines modifiedOffset 287, 24 lines modified
287 ···"metadata":·{287 ···"metadata":·{
288 ····"collapsed":·false288 ····"collapsed":·false
289 ···},289 ···},
290 ···"outputs":·[290 ···"outputs":·[
291 ····{291 ····{
292 ·····"data":·{292 ·····"data":·{
293 ······"text/plain":·[293 ······"text/plain":·[
294 ·······"<matplotlib.legend.Legend·at·0xffff79bbab70>"294 ·······"<matplotlib.legend.Legend·at·0xffff6c228c88>"
295 ······]295 ······]
296 ·····},296 ·····},
297 ·····"execution_count":·9,297 ·····"execution_count":·9,
298 ·····"metadata":·{},298 ·····"metadata":·{},
299 ·····"output_type":·"execute_result"299 ·····"output_type":·"execute_result"
300 ····},300 ····},
301 ····{301 ····{
302 ·····"data":·{302 ·····"data":·{
303 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·50970,·SHA:·ddbf0955e68b0f62efb02e023b2a594266b51712db6975487caa5ac6a1b58a6d·...·]\n",303 ······"image/png":·"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[·...·truncated·by·diffoscope;·len:·50274,·SHA:·b08e40064bdda15e634238b001f4c0e210ce80b5304d3b8bc82a93fade32ece0·...·]\n",
304 ······"text/plain":·[304 ······"text/plain":·[
305 ·······"<Figure·size·864x576·with·1·Axes>"305 ·······"<Figure·size·864x576·with·1·Axes>"
306 ······]306 ······]
307 ·····},307 ·····},
308 ·····"metadata":·{308 ·····"metadata":·{
309 ······"needs_background":·"light"309 ······"needs_background":·"light"
310 ·····},310 ·····},
Offset 340, 16 lines modifiedOffset 340, 16 lines modified
340 ····"collapsed":·false340 ····"collapsed":·false
341 ···},341 ···},
342 ···"outputs":·[342 ···"outputs":·[
343 ····{343 ····{
344 ·····"name":·"stdout",344 ·····"name":·"stdout",
345 ·····"output_type":·"stream",345 ·····"output_type":·"stream",
346 ·····"text":·[346 ·····"text":·[
347 ······"[5.73531455·0.38410964]\n",347 ······"[5.71713848·0.37818336]\n",
348 ······"[0.40794507·0.0351502·]\n"348 ······"[0.40093318·0.03454602]\n"
349 ·····]349 ·····]
350 ····}350 ····}
351 ···],351 ···],
352 ···"source":·[352 ···"source":·[
353 ····"X2·=·X[:,[0,1]]·\n",353 ····"X2·=·X[:,[0,1]]·\n",
354 ····"res2·=·sm.OLS(y2,·X2).fit()\n",354 ····"res2·=·sm.OLS(y2,·X2).fit()\n",
355 ····"print(res2.params)\n",355 ····"print(res2.params)\n",
Offset 370, 16 lines modifiedOffset 370, 16 lines modified
370 ····"collapsed":·false370 ····"collapsed":·false
371 ···},371 ···},
372 ···"outputs":·[372 ···"outputs":·[
373 ····{373 ····{
374 ·····"name":·"stdout",374 ·····"name":·"stdout",
375 ·····"output_type":·"stream",375 ·····"output_type":·"stream",
376 ·····"text":·[376 ·····"text":·[
377 ······"[5.23865534·0.47905179]\n", 
378 ······"[0.11132978·0.00959262]\n"377 ······"[5.1803101··0.47672433]\n",
 378 ······"[0.10623701·0.00915381]\n"
379 ·····]379 ·····]
380 ····}380 ····}
381 ···],381 ···],
382 ···"source":·[382 ···"source":·[
383 ····"resrlm2·=·sm.RLM(y2,·X2).fit()\n",383 ····"resrlm2·=·sm.RLM(y2,·X2).fit()\n",
384 ····"print(resrlm2.params)\n",384 ····"print(resrlm2.params)\n",
Max diff block lines reached; 74899/184083 bytes (40.69%) of diff not shown.
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3.31 KB
./usr/share/doc/python-statsmodels/examples/executed/robust_models_1.ipynb.gz
⊟
3.16 KB
robust_models_1.ipynb
    
Offset 1142, 16 lines modifiedOffset 1142, 16 lines modified
1142 ·····"output_type":·"stream",1142 ·····"output_type":·"stream",
1143 ·····"text":·[1143 ·····"text":·[
1144 ······"····························OLS·Regression·Results····························\n",1144 ······"····························OLS·Regression·Results····························\n",
1145 ······"==============================================================================\n",1145 ······"==============================================================================\n",
1146 ······"Dep.·Variable:···············prestige···R-squared:·······················0.828\n",1146 ······"Dep.·Variable:···············prestige···R-squared:·······················0.828\n",
1147 ······"Model:····························OLS···Adj.·R-squared:··················0.820\n",1147 ······"Model:····························OLS···Adj.·R-squared:··················0.820\n",
1148 ······"Method:·················Least·Squares···F-statistic:·····················101.2\n",1148 ······"Method:·················Least·Squares···F-statistic:·····················101.2\n",
1149 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········8.65e-17\n",1149 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········8.65e-17\n",
1150 ······"Time:························11:13:23···Log-Likelihood:················-178.98\n",1150 ······"Time:························21:03:13···Log-Likelihood:················-178.98\n",
1151 ······"No.·Observations:··················45···AIC:·····························364.0\n",1151 ······"No.·Observations:··················45···AIC:·····························364.0\n",
1152 ······"Df·Residuals:······················42···BIC:·····························369.4\n",1152 ······"Df·Residuals:······················42···BIC:·····························369.4\n",
1153 ······"Df·Model:···························2·········································\n",1153 ······"Df·Model:···························2·········································\n",
1154 ······"Covariance·Type:············nonrobust·········································\n",1154 ······"Covariance·Type:············nonrobust·········································\n",
1155 ······"==============================================================================\n",1155 ······"==============================================================================\n",
1156 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",1156 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
1157 ······"------------------------------------------------------------------------------\n",1157 ······"------------------------------------------------------------------------------\n",
Offset 1466, 16 lines modifiedOffset 1466, 16 lines modified
1466 ······"==============================================================================\n",1466 ······"==============================================================================\n",
1467 ······"Dep.·Variable:···············prestige···No.·Observations:···················45\n",1467 ······"Dep.·Variable:···············prestige···No.·Observations:···················45\n",
1468 ······"Model:····························RLM···Df·Residuals:·······················42\n",1468 ······"Model:····························RLM···Df·Residuals:·······················42\n",
1469 ······"Method:··························IRLS···Df·Model:····························2\n",1469 ······"Method:··························IRLS···Df·Model:····························2\n",
1470 ······"Norm:··························HuberT·········································\n",1470 ······"Norm:··························HuberT·········································\n",
1471 ······"Scale·Est.:·······················mad·········································\n",1471 ······"Scale·Est.:·······················mad·········································\n",
1472 ······"Cov·Type:··························H1·········································\n",1472 ······"Cov·Type:··························H1·········································\n",
1473 ······"Date:················Fri,·02·Oct·2020·········································\n",1473 ······"Date:················Fri,·05·Nov·2021·········································\n",
1474 ······"Time:························11:13:24·········································\n",1474 ······"Time:························21:03:14·········································\n",
1475 ······"No.·Iterations:····················18·········································\n",1475 ······"No.·Iterations:····················18·········································\n",
1476 ······"==============================================================================\n",1476 ······"==============================================================================\n",
1477 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",1477 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
1478 ······"------------------------------------------------------------------------------\n",1478 ······"------------------------------------------------------------------------------\n",
1479 ······"Intercept·····-7.1107······3.879·····-1.833······0.067·····-14.713·······0.492\n",1479 ······"Intercept·····-7.1107······3.879·····-1.833······0.067·····-14.713·······0.492\n",
1480 ······"income·········0.7015······0.109······6.456······0.000·······0.489·······0.914\n",1480 ······"income·········0.7015······0.109······6.456······0.000·······0.489·······0.914\n",
1481 ······"education······0.4854······0.089······5.441······0.000·······0.311·······0.660\n",1481 ······"education······0.4854······0.089······5.441······0.000·······0.311·······0.660\n",
⊟
19.3 KB
./usr/share/doc/python-statsmodels/examples/executed/statespace_local_linear_trend.ipynb.gz
⊟
19.1 KB
statespace_local_linear_trend.ipynb
    
Offset 155, 15 lines modifiedOffset 155, 15 lines modified
155 ···"execution_count":·3,155 ···"execution_count":·3,
156 ···"metadata":·{156 ···"metadata":·{
157 ····"collapsed":·false157 ····"collapsed":·false
158 ···},158 ···},
159 ···"outputs":·[159 ···"outputs":·[
160 ····{160 ····{
161 ·····"ename":·"ProxyError",161 ·····"ename":·"ProxyError",
162 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff5873b160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",162 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8dfa5048>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
163 ·····"output_type":·"error",163 ·····"output_type":·"error",
164 ·····"traceback":·[164 ·····"traceback":·[
165 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",165 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
166 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",166 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",
167 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",167 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
168 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",168 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
169 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",169 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
Offset 175, 30 lines modifiedOffset 175, 30 lines modified
175 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",175 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
176 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",176 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
177 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",177 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
178 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",178 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
179 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",179 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
180 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",180 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
181 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",181 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
182 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff5873b160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",182 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff8dfa5048>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",
183 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",183 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
184 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",184 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",
185 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",185 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",
186 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",186 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
187 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",187 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
188 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff5873b160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",188 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8dfa5048>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
189 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",189 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
190 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",190 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",
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194 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",194 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
195 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",195 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
196 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",196 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
197 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff5873b160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"197 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://staff.feweb.vu.nl/koopman/projects/ckbook/OxCodeAll.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8dfa5048>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"
198 ·····]198 ·····]
199 ····}199 ····}
200 ···],200 ···],
201 ···"source":·[201 ···"source":·[
202 ····"import·requests\n",202 ····"import·requests\n",
203 ····"from·io·import·BytesIO\n",203 ····"from·io·import·BytesIO\n",
204 ····"from·zipfile·import·ZipFile\n",204 ····"from·zipfile·import·ZipFile\n",
⊟
19.2 KB
./usr/share/doc/python-statsmodels/examples/executed/statespace_sarimax_internet.ipynb.gz
⊟
19.0 KB
statespace_sarimax_internet.ipynb
    
Offset 54, 15 lines modifiedOffset 54, 15 lines modified
54 ···"execution_count":·3,54 ···"execution_count":·3,
55 ···"metadata":·{55 ···"metadata":·{
56 ····"collapsed":·false56 ····"collapsed":·false
57 ···},57 ···},
58 ···"outputs":·[58 ···"outputs":·[
59 ····{59 ····{
60 ·····"ename":·"ProxyError",60 ·····"ename":·"ProxyError",
61 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff6fa2ccc0>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",61 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8dcdfd30>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
62 ·····"output_type":·"error",62 ·····"output_type":·"error",
63 ·····"traceback":·[63 ·····"traceback":·[
64 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",64 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
65 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",65 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",
66 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",66 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
67 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",67 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
68 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",68 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
Offset 74, 30 lines modifiedOffset 74, 30 lines modified
74 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",74 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
75 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",75 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
76 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",76 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
77 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",77 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
78 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",78 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
79 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",79 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
80 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",80 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
81 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff6fa2ccc0>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",81 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff8dcdfd30>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",
82 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",82 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
83 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",83 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",
84 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",84 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",
85 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",85 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
86 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",86 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
87 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff6fa2ccc0>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",87 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8dcdfd30>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
88 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",88 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
89 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",89 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",
90 ······"\u001b[0;32m<ipython-input-3-074aec8a1161>\u001b[0m·in·\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m······4\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······5\u001b[0m·\u001b[0;31m#·Download·the·dataset\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---->·6\u001b[0;31m·\u001b[0mdk\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://www.ssfpack.com/files/DK-data.zip'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m······7\u001b[0m·\u001b[0mf\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdk\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······8\u001b[0m·\u001b[0mzipped\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mZipFile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",90 ······"\u001b[0;32m<ipython-input-3-074aec8a1161>\u001b[0m·in·\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m······4\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······5\u001b[0m·\u001b[0;31m#·Download·the·dataset\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---->·6\u001b[0;31m·\u001b[0mdk\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://www.ssfpack.com/files/DK-data.zip'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m······7\u001b[0m·\u001b[0mf\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdk\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······8\u001b[0m·\u001b[0mzipped\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mZipFile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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92 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/api.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(method,·url,·**kwargs)\u001b[0m\n\u001b[1;32m·····58\u001b[0m·····\u001b[0;31m#·cases,·and·look·like·a·memory·leak·in·others.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m·····59\u001b[0m·····\u001b[0;32mwith\u001b[0m·\u001b[0msessions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSession\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m·\u001b[0;32mas\u001b[0m·\u001b[0msession\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·60\u001b[0;31m·········\u001b[0;32mreturn\u001b[0m·\u001b[0msession\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····61\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m·····62\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",92 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/api.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(method,·url,·**kwargs)\u001b[0m\n\u001b[1;32m·····58\u001b[0m·····\u001b[0;31m#·cases,·and·look·like·a·memory·leak·in·others.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m·····59\u001b[0m·····\u001b[0;32mwith\u001b[0m·\u001b[0msessions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSession\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m·\u001b[0;32mas\u001b[0m·\u001b[0msession\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·60\u001b[0;31m·········\u001b[0;32mreturn\u001b[0m·\u001b[0msession\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····61\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m·····62\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
93 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",93 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
94 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",94 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
95 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",95 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
96 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff6fa2ccc0>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"96 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.ssfpack.com/files/DK-data.zip·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8dcdfd30>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"
97 ·····]97 ·····]
98 ····}98 ····}
99 ···],99 ···],
100 ···"source":·[100 ···"source":·[
101 ····"import·requests\n",101 ····"import·requests\n",
102 ····"from·io·import·BytesIO\n",102 ····"from·io·import·BytesIO\n",
103 ····"from·zipfile·import·ZipFile\n",103 ····"from·zipfile·import·ZipFile\n",
⊟
58.7 KB
./usr/share/doc/python-statsmodels/examples/executed/statespace_sarimax_stata.ipynb.gz
⊟
58.5 KB
statespace_sarimax_stata.ipynb
    
Offset 108, 15 lines modifiedOffset 108, 15 lines modified
108 ···"execution_count":·3,108 ···"execution_count":·3,
109 ···"metadata":·{109 ···"metadata":·{
110 ····"collapsed":·false110 ····"collapsed":·false
111 ···},111 ···},
112 ···"outputs":·[112 ···"outputs":·[
113 ····{113 ····{
114 ·····"ename":·"ProxyError",114 ·····"ename":·"ProxyError",
115 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8182de10>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",115 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65489f98>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
116 ·····"output_type":·"error",116 ·····"output_type":·"error",
117 ·····"traceback":·[117 ·····"traceback":·[
118 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",118 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
119 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",119 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",
120 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",120 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
121 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",121 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
122 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",122 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
Offset 128, 30 lines modifiedOffset 128, 30 lines modified
128 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",128 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
129 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",129 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
130 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",130 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
131 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",131 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
132 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",132 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
133 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",133 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
134 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",134 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
135 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff8182de10>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",135 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff65489f98>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",
136 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",136 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
137 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",137 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",
138 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",138 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",
139 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",139 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
140 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",140 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
141 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8182de10>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",141 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65489f98>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
142 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",142 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
143 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",143 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",
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147 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",147 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·params,·data,·headers,·cookies,·files,·auth,·timeout,·allow_redirects,·proxies,·hooks,·stream,·verify,·cert,·json)\u001b[0m\n\u001b[1;32m····531\u001b[0m·········}\n\u001b[1;32m····532\u001b[0m·········\u001b[0msend_kwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msettings\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·533\u001b[0;31m·········\u001b[0mresp\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprep\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0msend_kwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····534\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····535\u001b[0m·········\u001b[0;32mreturn\u001b[0m·\u001b[0mresp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
148 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",148 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
149 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",149 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
150 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff8182de10>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"150 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/wpi1.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65489f98>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"
151 ·····]151 ·····]
152 ····}152 ····}
153 ···],153 ···],
154 ···"source":·[154 ···"source":·[
155 ····"#·Dataset\n",155 ····"#·Dataset\n",
156 ····"wpi1·=·requests.get('http://www.stata-press.com/data/r12/wpi1.dta').content\n",156 ····"wpi1·=·requests.get('http://www.stata-press.com/data/r12/wpi1.dta').content\n",
157 ····"data·=·pd.read_stata(BytesIO(wpi1))\n",157 ····"data·=·pd.read_stata(BytesIO(wpi1))\n",
Offset 462, 15 lines modifiedOffset 462, 15 lines modified
462 ···"execution_count":·8,462 ···"execution_count":·8,
463 ···"metadata":·{463 ···"metadata":·{
464 ····"collapsed":·false464 ····"collapsed":·false
465 ···},465 ···},
466 ···"outputs":·[466 ···"outputs":·[
467 ····{467 ····{
468 ·····"ename":·"ProxyError",468 ·····"ename":·"ProxyError",
469 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff81508198>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",469 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65170160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
470 ·····"output_type":·"error",470 ·····"output_type":·"error",
471 ·····"traceback":·[471 ·····"traceback":·[
472 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",472 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
473 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",473 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",
474 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",474 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
475 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",475 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
476 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",476 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
Offset 482, 30 lines modifiedOffset 482, 30 lines modified
482 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",482 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
483 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",483 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
484 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",484 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
485 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",485 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
486 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",486 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
487 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",487 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
488 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",488 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
489 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff81508198>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",489 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff65170160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",
490 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",490 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
491 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",491 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",
492 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",492 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",
493 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",493 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
494 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",494 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
495 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff81508198>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",495 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65170160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
496 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",496 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
497 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",497 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",
498 ······"\u001b[0;32m<ipython-input-8-ed689d52402c>\u001b[0m·in·\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m······1\u001b[0m·\u001b[0;31m#·Dataset\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---->·2\u001b[0;31m·\u001b[0mair2\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://www.stata-press.com/data/r12/air2.dta'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m······3\u001b[0m·\u001b[0mdata\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_stata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mair2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······4\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdate_range\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mperiods\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mfreq\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'MS'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······5\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'lnair'\u001b[0m\u001b[0;34m]\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'air'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",498 ······"\u001b[0;32m<ipython-input-8-ed689d52402c>\u001b[0m·in·\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m······1\u001b[0m·\u001b[0;31m#·Dataset\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---->·2\u001b[0;31m·\u001b[0mair2\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://www.stata-press.com/data/r12/air2.dta'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m······3\u001b[0m·\u001b[0mdata\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_stata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mair2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······4\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdate_range\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdatetime\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;36m1\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mperiods\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mfreq\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'MS'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······5\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'lnair'\u001b[0m\u001b[0;34m]\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mlog\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'air'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
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502 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",502 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/sessions.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·**kwargs)\u001b[0m\n\u001b[1;32m····644\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····645\u001b[0m·········\u001b[0;31m#·Send·the·request\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·646\u001b[0;31m·········\u001b[0mr\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0madapter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····647\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····648\u001b[0m·········\u001b[0;31m#·Total·elapsed·time·of·the·request·(approximately)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
503 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",503 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····508\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····509\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_ProxyError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·510\u001b[0;31m·················\u001b[0;32mraise\u001b[0m·\u001b[0mProxyError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mrequest\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mrequest\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····511\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m····512\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreason\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0m_SSLError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
504 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff81508198>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"504 ······"\u001b[0;31mProxyError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/air2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65170160>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))"
505 ·····]505 ·····]
506 ····}506 ····}
507 ···],507 ···],
508 ···"source":·[508 ···"source":·[
509 ····"#·Dataset\n",509 ····"#·Dataset\n",
510 ····"air2·=·requests.get('http://www.stata-press.com/data/r12/air2.dta').content\n",510 ····"air2·=·requests.get('http://www.stata-press.com/data/r12/air2.dta').content\n",
511 ····"data·=·pd.read_stata(BytesIO(air2))\n",511 ····"data·=·pd.read_stata(BytesIO(air2))\n",
Offset 565, 15 lines modifiedOffset 565, 15 lines modified
565 ···"execution_count":·9,565 ···"execution_count":·9,
566 ···"metadata":·{566 ···"metadata":·{
567 ····"collapsed":·false567 ····"collapsed":·false
568 ···},568 ···},
569 ···"outputs":·[569 ···"outputs":·[
570 ····{570 ····{
571 ·····"ename":·"ProxyError",571 ·····"ename":·"ProxyError",
572 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/friedman2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff815175f8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",572 ·····"evalue":·"HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/friedman2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65174668>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
573 ·····"output_type":·"error",573 ·····"output_type":·"error",
574 ·····"traceback":·[574 ·····"traceback":·[
575 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",575 ······"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
576 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",576 ······"\u001b[0;31mConnectionRefusedError\u001b[0m····················Traceback·(most·recent·call·last)",
577 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",577 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····158\u001b[0m·············conn·=·connection.create_connection(\n\u001b[0;32m-->·159\u001b[0;31m·················(self._dns_host,·self.port),·self.timeout,·**extra_kw)\n\u001b[0m\u001b[1;32m····160\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
578 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",578 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····79\u001b[0m·····\u001b[0;32mif\u001b[0m·\u001b[0merr\u001b[0m·\u001b[0;32mis\u001b[0m·\u001b[0;32mnot\u001b[0m·\u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·80\u001b[0;31m·········\u001b[0;32mraise\u001b[0m·\u001b[0merr\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····81\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
579 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",579 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/connection.py\u001b[0m·in·\u001b[0;36mcreate_connection\u001b[0;34m(address,·timeout,·source_address,·socket_options)\u001b[0m\n\u001b[1;32m·····69\u001b[0m·················\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--->·70\u001b[0;31m·············\u001b[0msock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msa\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m·····71\u001b[0m·············\u001b[0;32mreturn\u001b[0m·\u001b[0msock\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
Offset 585, 30 lines modifiedOffset 585, 30 lines modified
585 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",585 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mrequest\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1243\u001b[0m·········\u001b[0;34m\"\"\"Send·a·complete·request·to·the·server.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1244\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mheaders\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1245\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
586 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",586 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_request\u001b[0;34m(self,·method,·url,·body,·headers,·encode_chunked)\u001b[0m\n\u001b[1;32m···1289\u001b[0m·············\u001b[0mbody\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0m_encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0;34m'body'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1290\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1291\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
587 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",587 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36mendheaders\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1238\u001b[0m·············\u001b[0;32mraise\u001b[0m·\u001b[0mCannotSendHeader\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1239\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_send_output\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmessage_body\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0mencode_chunked\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1240\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
588 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",588 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36m_send_output\u001b[0;34m(self,·message_body,·encode_chunked)\u001b[0m\n\u001b[1;32m···1025\u001b[0m·········\u001b[0;32mdel\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_buffer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m->·1026\u001b[0;31m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m···1027\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
589 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",589 ······"\u001b[0;32m/usr/lib/python3.7/http/client.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·data)\u001b[0m\n\u001b[1;32m····965\u001b[0m·············\u001b[0;32mif\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_open\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·966\u001b[0;31m·················\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····967\u001b[0m·············\u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
590 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",590 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36mconnect\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····180\u001b[0m·····\u001b[0;32mdef\u001b[0m·\u001b[0mconnect\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·181\u001b[0;31m·········\u001b[0mconn\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_new_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····182\u001b[0m·········\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_prepare_conn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconn\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
591 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",591 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connection.py\u001b[0m·in·\u001b[0;36m_new_conn\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m····167\u001b[0m·············raise·NewConnectionError(\n\u001b[0;32m-->·168\u001b[0;31m·················self,·\"Failed·to·establish·a·new·connection:·%s\"·%·e)\n\u001b[0m\u001b[1;32m····169\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
592 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff815175f8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",592 ······"\u001b[0;31mNewConnectionError\u001b[0m:·<urllib3.connection.HTTPConnection·object·at·0xffff65174668>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused",
593 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",593 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
594 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",594 ······"\u001b[0;31mMaxRetryError\u001b[0m·····························Traceback·(most·recent·call·last)",
595 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",595 ······"\u001b[0;32m/usr/lib/python3/dist-packages/requests/adapters.py\u001b[0m·in·\u001b[0;36msend\u001b[0;34m(self,·request,·stream,·timeout,·verify,·cert,·proxies)\u001b[0m\n\u001b[1;32m····448\u001b[0m·····················\u001b[0mretries\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_retries\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·449\u001b[0;31m·····················\u001b[0mtimeout\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtimeout\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····450\u001b[0m·················)\n",
596 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",596 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/connectionpool.py\u001b[0m·in·\u001b[0;36murlopen\u001b[0;34m(self,·method,·url,·body,·headers,·retries,·redirect,·assert_same_host,·timeout,·pool_timeout,·release_conn,·chunked,·body_pos,·**response_kw)\u001b[0m\n\u001b[1;32m····637\u001b[0m·············retries·=·retries.increment(method,·url,·error=e,·_pool=self,\n\u001b[0;32m-->·638\u001b[0;31m·········································_stacktrace=sys.exc_info()[2])\n\u001b[0m\u001b[1;32m····639\u001b[0m·············\u001b[0mretries\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msleep\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
597 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",597 ······"\u001b[0;32m/usr/lib/python3/dist-packages/urllib3/util/retry.py\u001b[0m·in·\u001b[0;36mincrement\u001b[0;34m(self,·method,·url,·response,·error,·_pool,·_stacktrace)\u001b[0m\n\u001b[1;32m····397\u001b[0m·········\u001b[0;32mif\u001b[0m·\u001b[0mnew_retry\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_exhausted\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-->·398\u001b[0;31m·············\u001b[0;32mraise\u001b[0m·\u001b[0mMaxRetryError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_pool\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m·\u001b[0merror\u001b[0m·\u001b[0;32mor\u001b[0m·\u001b[0mResponseError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcause\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m····399\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
598 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/friedman2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff815175f8>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",598 ······"\u001b[0;31mMaxRetryError\u001b[0m:·HTTPConnectionPool(host='127.0.0.1',·port=9):·Max·retries·exceeded·with·url:·http://www.stata-press.com/data/r12/friedman2.dta·(Caused·by·ProxyError('Cannot·connect·to·proxy.',·NewConnectionError('<urllib3.connection.HTTPConnection·object·at·0xffff65174668>:·Failed·to·establish·a·new·connection:·[Errno·111]·Connection·refused')))",
599 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",599 ······"\nDuring·handling·of·the·above·exception,·another·exception·occurred:\n",
600 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",600 ······"\u001b[0;31mProxyError\u001b[0m································Traceback·(most·recent·call·last)",
601 ······"\u001b[0;32m<ipython-input-9-1caba5d05731>\u001b[0m·in·\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m······1\u001b[0m·\u001b[0;31m#·Dataset\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---->·2\u001b[0;31m·\u001b[0mfriedman2\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://www.stata-press.com/data/r12/friedman2.dta'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m······3\u001b[0m·\u001b[0mdata\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_stata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfriedman2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······4\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······5\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",601 ······"\u001b[0;32m<ipython-input-9-1caba5d05731>\u001b[0m·in·\u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m······1\u001b[0m·\u001b[0;31m#·Dataset\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---->·2\u001b[0;31m·\u001b[0mfriedman2\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mrequests\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'http://www.stata-press.com/data/r12/friedman2.dta'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontent\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m······3\u001b[0m·\u001b[0mdata\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mpd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_stata\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mBytesIO\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfriedman2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······4\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m·\u001b[0;34m=\u001b[0m·\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m······5\u001b[0m·\u001b[0;34m\u001b[0m\u001b[0m\n",
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tsa_arma_0.ipynb
    
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160 ···"cell_type":·"code",160 ···"cell_type":·"code",
161 ···"execution_count":·8,161 ···"execution_count":·8,
162 ···"metadata":·{162 ···"metadata":·{
163 ····"collapsed":·false163 ····"collapsed":·false
164 ···},164 ···},
165 ···"outputs":·[165 ···"outputs":·[
166 ····{166 ····{
 167 ·····"name":·"stderr",
 168 ·····"output_type":·"stream",
 169 ·····"text":·[
 170 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1341:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",
 171 ······"··out_full[ind]·+=·zi\n",
 172 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1344:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",
 173 ······"··out·=·out_full[ind]\n",
 174 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1350:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",
 175 ······"··zf·=·out_full[ind]\n",
 176 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n",
 177 ······"··if·issubdtype(paramsdtype,·float):\n"
 178 ·····]
 179 ····},
 180 ····{
167 ·····"name":·"stdout",181 ·····"name":·"stdout",
168 ·····"output_type":·"stream",182 ·····"output_type":·"stream",
169 ·····"text":·[183 ·····"text":·[
170 ······"const················49.659401\n",184 ······"const················49.659401\n",
171 ······"ar.L1.SUNACTIVITY·····1.390656\n",185 ······"ar.L1.SUNACTIVITY·····1.390656\n",
172 ······"ar.L2.SUNACTIVITY····-0.688571\n",186 ······"ar.L2.SUNACTIVITY····-0.688571\n",
173 ······"dtype:·float64\n"187 ······"dtype:·float64\n"
174 ·····]188 ·····]
175 ····},189 ····},
176 ····{190 ····{
177 ·····"name":·"stderr",191 ·····"name":·"stderr",
178 ·····"output_type":·"stream",192 ·····"output_type":·"stream",
179 ·····"text":·[193 ·····"text":·[
180 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1341:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n", 
181 ······"··out_full[ind]·+=·zi\n", 
182 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1344:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n", 
183 ······"··out·=·out_full[ind]\n", 
184 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1350:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n", 
185 ······"··zf·=·out_full[ind]\n", 
186 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n", 
187 ······"··if·issubdtype(paramsdtype,·float):\n", 
188 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`.\n",194 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`.\n",
189 ······"··elif·issubdtype(paramsdtype,·complex):\n"195 ······"··elif·issubdtype(paramsdtype,·complex):\n"
190 ·····]196 ·····]
191 ····}197 ····}
192 ···],198 ···],
193 ···"source":·[199 ···"source":·[
194 ····"arma_mod20·=·sm.tsa.ARMA(dta,·(2,0)).fit()\n",200 ····"arma_mod20·=·sm.tsa.ARMA(dta,·(2,0)).fit()\n",
Offset 207, 15 lines modifiedOffset 213, 21 lines modified
207 ·····"output_type":·"stream",213 ·····"output_type":·"stream",
208 ·····"text":·[214 ·····"text":·[
209 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1341:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",215 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1341:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",
210 ······"··out_full[ind]·+=·zi\n",216 ······"··out_full[ind]·+=·zi\n",
211 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1344:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",217 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1344:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",
212 ······"··out·=·out_full[ind]\n",218 ······"··out·=·out_full[ind]\n",
213 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1350:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",219 ······"/usr/lib/python3/dist-packages/scipy/signal/signaltools.py:1350:·FutureWarning:·Using·a·non-tuple·sequence·for·multidimensional·indexing·is·deprecated;·use·`arr[tuple(seq)]`·instead·of·`arr[seq]`.·In·the·future·this·will·be·interpreted·as·an·array·index,·`arr[np.array(seq)]`,·which·will·result·either·in·an·error·or·a·different·result.\n",
214 ······"··zf·=·out_full[ind]\n",220 ······"··zf·=·out_full[ind]\n"
 221 ·····]
 222 ····},
 223 ····{
 224 ·····"name":·"stderr",
 225 ·····"output_type":·"stream",
 226 ·····"text":·[
215 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n",227 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n",
216 ······"··if·issubdtype(paramsdtype,·float):\n"228 ······"··if·issubdtype(paramsdtype,·float):\n"
217 ·····]229 ·····]
218 ····},230 ····},
219 ····{231 ····{
220 ·····"name":·"stderr",232 ·····"name":·"stderr",
221 ·····"output_type":·"stream",233 ·····"output_type":·"stream",
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606 ······"/usr/lib/python3/dist-packages/ipykernel_launcher.py:2:·DeprecationWarning:·\n",618 ······"/usr/lib/python3/dist-packages/ipykernel_launcher.py:2:·DeprecationWarning:·\n",
607 ······".ix·is·deprecated.·Please·use\n",619 ······".ix·is·deprecated.·Please·use\n",
608 ······".loc·for·label·based·indexing·or\n",620 ······".loc·for·label·based·indexing·or\n",
609 ······".iloc·for·positional·indexing\n",621 ······".iloc·for·positional·indexing\n",
610 ······"\n",622 ······"\n",
611 ······"See·the·documentation·here:\n",623 ······"See·the·documentation·here:\n",
612 ······"http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated\n",624 ······"http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated\n",
613 ······"··\n",625 ······"··\n"
 626 ·····]
 627 ····},
 628 ····{
 629 ·····"name":·"stderr",
 630 ·····"output_type":·"stream",
 631 ·····"text":·[
614 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:577:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n",632 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:577:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n",
615 ······"··if·issubdtype(paramsdtype,·float):\n"633 ······"··if·issubdtype(paramsdtype,·float):\n"
616 ·····]634 ·····]
617 ····},635 ····},
618 ····{636 ····{
619 ·····"data":·{637 ·····"data":·{
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\n",638 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\n",
Offset 878, 14 lines modifiedOffset 896, 24 lines modified
878 ···"cell_type":·"code",896 ···"cell_type":·"code",
879 ···"execution_count":·33,897 ···"execution_count":·33,
880 ···"metadata":·{898 ···"metadata":·{
881 ····"collapsed":·false899 ····"collapsed":·false
882 ···},900 ···},
883 ···"outputs":·[901 ···"outputs":·[
884 ····{902 ····{
 903 ·····"name":·"stderr",
 904 ·····"output_type":·"stream",
 905 ·····"text":·[
 906 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n",
 907 ······"··if·issubdtype(paramsdtype,·float):\n",
 908 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:650:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`complex`·to·`np.complexfloating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.complex128·==·np.dtype(complex).type`.\n",
 909 ······"··elif·issubdtype(paramsdtype,·complex):\n"
 910 ·····]
 911 ····},
 912 ····{
885 ·····"name":·"stdout",913 ·····"name":·"stdout",
886 ·····"output_type":·"stream",914 ·····"output_type":·"stream",
887 ·····"text":·[915 ·····"text":·[
888 ······"············AC···········Q······Prob(>Q)\n",916 ······"············AC···········Q······Prob(>Q)\n",
889 ······"lag·····································\n",917 ······"lag·····································\n",
890 ······"1.0···0.254921···32.687663··1.082219e-08\n",918 ······"1.0···0.254921···32.687663··1.082219e-08\n",
891 ······"2.0··-0.172416···47.670724··4.450756e-11\n",919 ······"2.0··-0.172416···47.670724··4.450756e-11\n",
Offset 929, 18 lines modifiedOffset 957, 14 lines modified
929 ······"40.0·-0.083767··256.707718··1.996190e-33\n"957 ······"40.0·-0.083767··256.707718··1.996190e-33\n"
930 ·····]958 ·····]
931 ····},959 ····},
932 ····{960 ····{
933 ·····"name":·"stderr",961 ·····"name":·"stderr",
934 ·····"output_type":·"stream",962 ·····"output_type":·"stream",
935 ·····"text":·[963 ·····"text":·[
936 ······"/build/statsmodels-0.8.0/.pybuild/cpython3_3.7_statsmodels/build/statsmodels/tsa/kalmanf/kalmanfilter.py:646:·FutureWarning:·Conversion·of·the·second·argument·of·issubdtype·from·`float`·to·`np.floating`·is·deprecated.·In·future,·it·will·be·treated·as·`np.float64·==·np.dtype(float).type`.\n", 
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tsa_arma_1.ipynb
    
Offset 118, 16 lines modifiedOffset 118, 16 lines modified
118 ·····"output_type":·"stream",118 ·····"output_type":·"stream",
119 ·····"text":·[119 ·····"text":·[
120 ······"······························ARMA·Model·Results······························\n",120 ······"······························ARMA·Model·Results······························\n",
121 ······"==============================================================================\n",121 ······"==============================================================================\n",
122 ······"Dep.·Variable:······················y···No.·Observations:··················250\n",122 ······"Dep.·Variable:······················y···No.·Observations:··················250\n",
123 ······"Model:·····················ARMA(2,·2)···Log·Likelihood················-353.445\n",123 ······"Model:·····················ARMA(2,·2)···Log·Likelihood················-353.445\n",
124 ······"Method:·······················css-mle···S.D.·of·innovations··············0.990\n",124 ······"Method:·······················css-mle···S.D.·of·innovations··············0.990\n",
125 ······"Date:················Fri,·02·Oct·2020···AIC····························716.891\n",125 ······"Date:················Fri,·05·Nov·2021···AIC····························716.891\n",
126 ······"Time:························11:13:25···BIC····························734.498\n",126 ······"Time:························21:03:17···BIC····························734.498\n",
127 ······"Sample:····················01-31-1980···HQIC···························723.977\n",127 ······"Sample:····················01-31-1980···HQIC···························723.977\n",
128 ······"·························-·10-31-2000·········································\n",128 ······"·························-·10-31-2000·········································\n",
129 ······"==============================================================================\n",129 ······"==============================================================================\n",
130 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",130 ······"·················coef····std·err··········z······P>|z|······[0.025······0.975]\n",
131 ······"------------------------------------------------------------------------------\n",131 ······"------------------------------------------------------------------------------\n",
132 ······"ar.L1.y········0.7904······0.134······5.878······0.000·······0.527·······1.054\n",132 ······"ar.L1.y········0.7904······0.134······5.878······0.000·······0.527·······1.054\n",
133 ······"ar.L2.y·······-0.2314······0.113·····-2.044······0.042······-0.453······-0.009\n",133 ······"ar.L2.y·······-0.2314······0.113·····-2.044······0.042······-0.453······-0.009\n",
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./usr/share/doc/python-statsmodels/examples/executed/wls.ipynb.gz
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wls.ipynb
    
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92 ·····"output_type":·"stream",92 ·····"output_type":·"stream",
93 ·····"text":·[93 ·····"text":·[
94 ······"····························WLS·Regression·Results····························\n",94 ······"····························WLS·Regression·Results····························\n",
95 ······"==============================================================================\n",95 ······"==============================================================================\n",
96 ······"Dep.·Variable:······················y···R-squared:·······················0.910\n",96 ······"Dep.·Variable:······················y···R-squared:·······················0.910\n",
97 ······"Model:····························WLS···Adj.·R-squared:··················0.909\n",97 ······"Model:····························WLS···Adj.·R-squared:··················0.909\n",
98 ······"Method:·················Least·Squares···F-statistic:·····················487.9\n",98 ······"Method:·················Least·Squares···F-statistic:·····················487.9\n",
99 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········8.52e-27\n",99 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········8.52e-27\n",
100 ······"Time:························11:13:14···Log-Likelihood:················-57.048\n",100 ······"Time:························21:02:57···Log-Likelihood:················-57.048\n",
101 ······"No.·Observations:··················50···AIC:·····························118.1\n",101 ······"No.·Observations:··················50···AIC:·····························118.1\n",
102 ······"Df·Residuals:······················48···BIC:·····························121.9\n",102 ······"Df·Residuals:······················48···BIC:·····························121.9\n",
103 ······"Df·Model:···························1·········································\n",103 ······"Df·Model:···························1·········································\n",
104 ······"Covariance·Type:············nonrobust·········································\n",104 ······"Covariance·Type:············nonrobust·········································\n",
105 ······"==============================================================================\n",105 ······"==============================================================================\n",
106 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",106 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
107 ······"------------------------------------------------------------------------------\n",107 ······"------------------------------------------------------------------------------\n",
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292 ·····"output_type":·"stream",292 ·····"output_type":·"stream",
293 ·····"text":·[293 ·····"text":·[
294 ······"····························WLS·Regression·Results····························\n",294 ······"····························WLS·Regression·Results····························\n",
295 ······"==============================================================================\n",295 ······"==============================================================================\n",
296 ······"Dep.·Variable:······················y···R-squared:·······················0.914\n",296 ······"Dep.·Variable:······················y···R-squared:·······················0.914\n",
297 ······"Model:····························WLS···Adj.·R-squared:··················0.912\n",297 ······"Model:····························WLS···Adj.·R-squared:··················0.912\n",
298 ······"Method:·················Least·Squares···F-statistic:·····················507.1\n",298 ······"Method:·················Least·Squares···F-statistic:·····················507.1\n",
299 ······"Date:················Fri,·02·Oct·2020···Prob·(F-statistic):···········3.65e-27\n",299 ······"Date:················Fri,·05·Nov·2021···Prob·(F-statistic):···········3.65e-27\n",
300 ······"Time:························11:13:15···Log-Likelihood:················-55.777\n",300 ······"Time:························21:02:59···Log-Likelihood:················-55.777\n",
301 ······"No.·Observations:··················50···AIC:·····························115.6\n",301 ······"No.·Observations:··················50···AIC:·····························115.6\n",
302 ······"Df·Residuals:······················48···BIC:·····························119.4\n",302 ······"Df·Residuals:······················48···BIC:·····························119.4\n",
303 ······"Df·Model:···························1·········································\n",303 ······"Df·Model:···························1·········································\n",
304 ······"Covariance·Type:············nonrobust·········································\n",304 ······"Covariance·Type:············nonrobust·········································\n",
305 ······"==============================================================================\n",305 ······"==============================================================================\n",
306 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",306 ······"·················coef····std·err··········t······P>|t|······[0.025······0.975]\n",
307 ······"------------------------------------------------------------------------------\n",307 ······"------------------------------------------------------------------------------\n",
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