Stochastic tree ensembles for regularized nonlinear regression

Jingyu He, P. Richard Hahn

This paper develops a novel stochastic tree ensemble method for nonlinear regression, which we refer to as XBART, short for Accelerated Bayesian Additive Regression Trees. By combi…