Modeling Heterogeneous Mediation Effects in Survival Analysis via an Interpretable M-Learner Framework

Xingyu Li, Qing Liu, Xun Jiang +3

Mediation analysis is a useful tool to evaluate surrogate endpoints in clinical trials. We propose a novel method, the M-survival learner, for estimating heterogeneous indirect tre…