Abstract
We will investigate the causal impact of an intervention accounting for temporal evolution of the data. In particular, we focus on the context of causal mediation analysis in settings of multiple mediators sequentially structured. The goal of the mediation analysis is to determine whether the causal effect between two variables is mediated by a third variable, and in what dimension this m…