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.gitignore
.gitignore
 
 
Chapter01CorrAssocSimpsons.ipynb
Chapter01CorrAssocSimpsons.ipynb
 
 
Chapter02PotentialOutcomes.ipynb
Chapter02PotentialOutcomes.ipynb
 
 
Chapter03CREandFRT.ipynb
Chapter03CREandFRT.ipynb
 
 
Chapter04CREandNeyman.ipynb
Chapter04CREandNeyman.ipynb
 
 
Chapter05StratandPostStrat.ipynb
Chapter05StratandPostStrat.ipynb
 
 
Chapter06RegadjRerand.ipynb
Chapter06RegadjRerand.ipynb
 
 
Chapter07MatchedPairs.ipynb
Chapter07MatchedPairs.ipynb
 
 
Chapter08UnifyingFisherNeyman.ipynb
Chapter08UnifyingFisherNeyman.ipynb
 
 
Chapter09BridgingFinitePopAndSuperPop.ipynb
Chapter09BridgingFinitePopAndSuperPop.ipynb
 
 
Chapter10ObsStudiesSelBias.ipynb
Chapter10ObsStudiesSelBias.ipynb
 
 
Chapter11Pscore.ipynb
Chapter11Pscore.ipynb
 
 
Chapter12DoubleRobustATE.ipynb
Chapter12DoubleRobustATE.ipynb
 
 
Chapter13DoubleRobustATT.ipynb
Chapter13DoubleRobustATT.ipynb
 
 
Chapter15Matching.ipynb
Chapter15Matching.ipynb
 
 
Chapter16UnconfDifficulties.ipynb
Chapter16UnconfDifficulties.ipynb
 
 
Chapter17Evalue.ipynb
Chapter17Evalue.ipynb
 
 
Chapter18SensitivityAnalysis.ipynb
Chapter18SensitivityAnalysis.ipynb
 
 
Chapter19RosenbaumPvalues.ipynb
Chapter19RosenbaumPvalues.ipynb
 
 
Chapter20OverlapRD.ipynb
Chapter20OverlapRD.ipynb
 
 
Chapter21IVexperiments.ipynb
Chapter21IVexperiments.ipynb
 
 
Chapter22IVmixtureDist.ipynb
Chapter22IVmixtureDist.ipynb
 
 
Chapter23IVeconometrics.ipynb
Chapter23IVeconometrics.ipynb
 
 
Chapter24IVfuzzyRD.ipynb
Chapter24IVfuzzyRD.ipynb
 
 
Chapter25IVmendelian.ipynb
Chapter25IVmendelian.ipynb
 
 
Chapter26principalStratification.ipynb
Chapter26principalStratification.ipynb
 
 
Chapter27mediationAnalysis.ipynb
Chapter27mediationAnalysis.ipynb
 
 
ChapterA.ipynb
ChapterA.ipynb
 
 
README.md
README.md
 
 
utils.py
utils.py
 
 

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python implementation of Peng Ding's "First Course in Causal Inference"

arxiv.org/abs/2305.18793

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data-science causal-inference

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