Continuous-Time Birth-Death MCMC for Bayesian Regression Tree Models

Reza Mohammadi, Matthew Pratola, Maurits Kaptein

Decision trees are flexible models that are well suited for many statistical regression problems. In a Bayesian framework for regression trees, Markov Chain Monte Carlo (MCMC) sear…