Proximal Mediation Analysis with Unmeasured Treatment-Induced Confounding

Xiaoying Zhang, Jiawei Shan, Wei Li

Mediation analysis provides a central framework for elucidating causal mechanisms, yet its application is often impeded by treatment-induced confounding, under which the widely use…