Semiparametric Models for Dynamic Treatment Effects and Mediation Analyses with Observational Data︎︎︎

with Sungwon Lee

Aug 2023

We propose a class of semiparametric models using copula to point identify and efficiently estimate dynamic treatment effects and dynamic mediator effects under treatment endogeneity.