Bayesian regression tree models for causal inference: regularization, confounding, and heterogeneous effects

P. Richard Hahn, Jared S. Murray, Carlos Carvalho

This paper presents a novel nonlinear regression model for estimating heterogeneous treatment effects from observational data, geared specifically towards situations with small eff…