Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation

Alberto Caron, Gianluca Baio, Ioanna Manolopoulou

This paper develops a sparsity-inducing version of Bayesian Causal Forests, a recently proposed nonparametric causal regression model that employs Bayesian Additive Regression Tree…