no code implementations • 8 Mar 2023 • Nathan McJames, Andrew Parnell, Yong Chen Goh, Ann O'Shea
Bayesian Causal Forests (BCF) is a causal inference machine learning model based on a highly flexible non-parametric regression and classification tool called Bayesian Additive Regression Trees (BART).
2 code implementations • 17 Aug 2021 • Estevão B. Prado, Andrew C. Parnell, Keefe Murphy, Nathan McJames, Ann O'Shea, Rafael A. Moral
We propose some extensions to semi-parametric models based on Bayesian additive regression trees (BART).