Adaptive Conditional Distribution Estimation with Bayesian Decision Tree Ensembles

Yinpu Li, Antonio R. Linero, Jared S. Murray

We present a Bayesian nonparametric model for conditional distribution estimation using Bayesian additive regression trees (BART). The generative model we use is based on rejection…