Covariate Selection for Doubly Robust Double/debiased Machine Learning Estimators for Causal Inference

Muwon Kwon, Peter M. Steiner

High-dimensional data create challenges for causal effect estimation because identifying the covariates needed for correct model specification becomes increasingly difficult. Doubl…