Estimation of Heterogeneous Individual Treatment Effects with Endogenous Treatments
Estimation of Heterogeneous Individual Treatment Effects with Endogenous Treatments
This paper estimates individual treatment effects in a triangular model with binary — valued endogenous treatments. Following the identification strategy established in Vuong and Xu (2015), we propose a two — stage estimation approach. First, we estimate the counterfactual outcome and hence the individual treatment effect (ITE) for every observational …