Bayesian Double Machine Learning for Causal Inference

Francis J. DiTraglia, Laura Liu

This paper proposes a simple, novel, and fully-Bayesian approach for causal inference in partially linear models with high-dimensional control variables. Off-the-shelf machine lear…