Generated outcomes as generated regressors: Equivalences in recursive causal estimation

Wisse Rutgers, Rahul Singh

Time-varying treatment effects, surrogate-identified treatment effects, and mediation effects can all be written as recursive regressions, in which each regression's predicted valu…