Nonparametric heterogeneous causal mediation with orthogonal machine learning

Jiaqi Tong, Yi Zhao, Bhramar Mukherjee +1

Causal mediation analysis decomposes the total effect of an intervention on an outcome into a direct pathway and an indirect pathway transmitted through a mediator, but standard me…