Propensity scores and causal inference using machine learning methods - PowerPoint Presentation

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Uploaded On 2018-09-25

Propensity scores and causal inference using machine learning methods - PPT Presentation

Austin Nichols Abt amp Linden McBride Cornell July 27 2017 Stata Conference Baltimore MD Overview Machine learning methods dominant for classificationprediction problems Prediction is useful for causal inference if one is trying to predict propensity scores probability of treatment ID: 679029

score propensity causal regression propensity score regression causal bias learning model confounders instruments excluded treatment logit machine inference methods

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