Debiased Machine Learning of Conditional Average Treatment Effects and Other Causal Functions

Vira Semenova, Victor Chernozhukov

This paper provides estimation and inference methods for the best linear predictor (approximation) of a structural function, such as conditional average structural and treatment ef…