Bayesian Additive Regression Tree Copula Processes for Scalable Distributional Prediction

Jan Martin Wenkel, Michael Stanley Smith, Nadja Klein

We show how to construct the implied copula process of response values from a Bayesian additive regression tree (BART) model with prior on the leaf node variances. This copula proc…