Detecting and Understanding the Difference between Natural Mediation Effects and Their Randomized Interventional Analogues

Ang Yu, Li Ge, Felix Elwert

In causal mediation analysis, the natural direct and indirect effects (natural effects) are nonparametrically unidentifiable in the presence of treatment-induced confounding, which…