Causal machine learning for high-dimensional mediation analysis using interventional effects mapped to a target trial

Tong Chen, Stijn Vansteelandt, David Burgner +2

Causal mediation analysis examines causal pathways linking exposures to disease. The estimation of interventional effects, which are mediation estimands that overcome certain ident…