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

18 Jun 2018Cheng JuDavid BenkeserMark 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 flexible techniques such as semiparametric regression or machine learning to estimate these quantities... (read more)

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