Robust Semiparametric Inference for Bayesian Additive Regression Trees

Christoph Breunig, Ruixuan Liu, Zhengfei Yu

We develop a corrected posterior distribution for semiparametric inference on the population mean under missing-at-random (MAR). The procedure combines Bayesian Additive Regression…