Robust inference on population indirect causal effects: the generalized front-door criterion

Isabel R. Fulcher, Ilya Shpitser, Stella Marealle +1

Standard methods for inference about direct and indirect effects require stringent no unmeasured confounding assumptions which often fail to hold in practice, particularly in obser…