Semiparametric Mediation Analysis with Separately Observed Mediator and Outcome under Unmeasured Confounding

Sijia Li, Ruoyu Wang

Mediation analysis is widely used to disentangle causal pathways, yet in many real-world studies the mediator M and outcome Y are never jointly observed. This incompleteness breaks…