Uncertainty Quantification in Ensembles of Honest Regression Trees using Generalized Fiducial Inference

Suofei Wu, Jan Hannig, Thomas C. M. Lee

Due to their accuracies, methods based on ensembles of regression trees are a popular approach for making predictions. Some common examples include Bayesian additive regression tre…