A General Bayesian Nonparametric Approach for Estimating Population-Level and Conditional Causal Effects

Yongseok Hur, Joonhyuk Jung, Juhee Lee

We propose a Bayesian nonparametric (BNP) approach to causal inference using observational data consisting of outcome, treatment, and a set of confounders. The conditional distribu…