Local Gaussian process extrapolation for BART models with applications to causal inference

Meijiang Wang, Jingyu He, P. Richard Hahn

Bayesian additive regression trees (BART) is a semi-parametric regression model offering state-of-the-art performance on out-of-sample prediction. Despite this success, standard im…