Robust inference on the average treatment effect using the outcome highly adaptive lasso

Cheng Ju, David Benkeser, Mark J. van der Laan

Many estimators of the average effect of a treatment on an outcome require estimation of the propensity score, the outcome regression, or both. It is often beneficial to utilize fl…