Identification and estimation of mediational effects of longitudinal modified treatment policies.

We demonstrate a comprehensive semiparametric approach to causal mediation analysis, addressing the complexities inherent in settings with longitudinal and continuous treatments, confounders, and mediators. Our methodology utilizes a nonparametric st…

Preview only. Read the full abstract at the source