Bayesian Semiparametric Causal Inference: Targeted Doubly Robust Estimation of Treatment Effects

Gözde Sert, Abhishek Chakrabortty, Anirban Bhattacharya

We propose a semiparametric Bayesian methodology for estimating the average treatment effect (ATE) within the potential outcomes framework using observational data with high-dimens…