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stat.ME2023
Subsample Least Squares Estimator for Heterogeneous Effects of Multiple Treatments with Any Outcome Variable
Myoungjae Lee
For multiple treatments D=0,1,...,J, covariates X and outcome Y, the ordinary least squares estimator (OLS) of Y on (D1,...,DJ,X) is widely applied to a constant-effect linear mode…
stat.ME2021
Path-Free Decomposition for Direct, Indirect and Interaction Effects in Mediation Analysis
Myoung-jae Lee
Given a binary treatment and a binary mediator, mediation analysis decomposes the total effect of the treatment on an outcome variable into direct and indirect effects. However, th…