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20232026
most citedCovariate balancing using the integral probability metric for causal inference

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stat.ME2025

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…