Functional BART with Shape Priors: A Bayesian Tree Approach to Constrained Functional Regression

Jiahao Cao, Shiyuan He, Bohai Zhang

Motivated by the remarkable success of Bayesian additive regression trees (BART) in regression modelling, we propose a novel nonparametric Bayesian method, termed Functional BART (…