Inference for Individual Mediation Effects and Interventional Effects in Sparse High-Dimensional Causal Graphical Models

Abhishek Chakrabortty, Preetam Nandy, Hongzhe Li

We consider the problem of identifying intermediate variables (or mediators) that regulate the effect of a treatment on a response variable. While there has been significant resear…