Time-Dependent Mediators in Survival Analysis : Graphical Representation of Causal Assumptions
We study time-dependent mediators in survival analysis using a treatment separation approach due to Didelez [Lifetime Data Analysis 25, no. 4: 593–610] and based on earlier work by Robins and Richardson [Causality and Psychopathology: Finding the Determinants of Disorders and Their Cures, 103–158. Oxford University Press]. This approach avoids nested counterfactuals and cross-world assumptions whi
