Posterior Concentration for Bayesian Regression Trees and Forests

Veronika Rockova, Stephanie van der Pas

Since their inception in the 1980's, regression trees have been one of the more widely used non-parametric prediction methods. Tree-structured methods yield a histogram reconstruct…