Eliminating residual confounding in the stratified estimator via smoothing along with the propensity score
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The stratified estimator by the propensity score is one of the most popular estimator for the average causal effect in the presence of confounding. Despite of its advantages of robustness and simplicity, it has a serious shortcoming of residual confounding eve... ...