Reframing cross-world independence in multimediator causal models

En-Yu Lai, Jih-Chang Yu, Yen-Tsung Huang

Multi-mediator causal models provide a general framework for decomposing causal effects along specific mechanisms, but effect identification in the presence of treatment-induced co…