Counterfactual Graphical Models for Longitudinal Mediation Analysis with Unobserved Confounding

Ilya Shpitser

Questions concerning mediated causal effects are of great interest in psychology, cognitive science, medicine, social science, public health, and many other disciplines. For instan…