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Eliminating residual confounding in the stratified estimator via smoothing along with the propensity score

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Statistical Methods in Medical Research: An International Review Journal

Published online on

Abstract

Statistical Methods in Medical Research, Ahead of Print.
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 ...