Two-Step Estimation in Ratio-of-Mediator-Probability Weighted Causal Mediation Analysis

Edward Bein, Jonah Deutsch, Guanglei Hong, Kristin E. Porter, Xu Qin and Cheng Yang

Mathematica Policy Research Reports from Mathematica Policy Research

Abstract: This study investigates appropriate estimation of estimator variability in the context of causal mediation analysis that employs propensity score-based weighting.

Keywords: bootstrapping; direct effect; generalized method of moments; indirect effect; mediation analysis; m-estimation; ratio-of-mediator-probability weighting (search for similar items in EconPapers)
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