Semiparametric theory for causal mediation analysis: Efficiency bounds, multiple robustness and sensitivity analysis

Eric J. Tchetgen Tchetgen, Ilya Shpitser

While estimation of the marginal (total) causal effect of a point exposure on an outcome is arguably the most common objective of experimental and observational studies in the heal…