On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression

Oliver Dukes, Stijn Vansteelandt, David Whitney

Due to concerns about parametric model misspecification, there is interest in using machine learning to adjust for confounding when evaluating the causal effect of an exposure on a…