2 papers
stat.ME2026
A Bayesian Additive Regression Tree Model for Learning Conditional Average Treatment Effects in Regression Discontinuity Designs
Rafael Alcantara, P. Richard Hahn, Hedibert F. Lopes
This paper develops an effective Bayesian approach to conditional average treatment effect (CATE) estimation in regression discontinuity designs (RDD), an increasingly prevalent fo…
stat.ME2024
Modified BART for Learning Heterogeneous Effects in Regression Discontinuity Designs
Rafael Alcantara, Meijia Wang, P. Richard Hahn +1
This paper introduces BART-RDD, a sum-of-trees regression model built around a novel regression tree prior, which incorporates the special covariate structure of regression discont…