Robust Inference for Mediated Effects in Partially Linear Models

Oliver Hines, Stijn Vansteelandt, Karla Diaz-Ordaz

We consider mediated effects of an exposure, X on an outcome, Y, via a mediator, M, under no unmeasured confounding assumptions in the setting where models for the conditional expe…