Doubly robust tests of exposure effects under high-dimensional confounding

Oliver Dukes, Vahe Avagyan, Stijn Vansteelandt

After variable selection, standard inferential procedures for regression parameters may not be uniformly valid; there is no finite-sample size at which a standard test is guarantee…