Sequential Transport for Causal Mediation Analysis

Agathe Fernandes Machado, Iryna Voitsitska, Arthur Charpentier +1

We propose sequential transport (ST), a distributional framework for mediation analysis that combines optimal transport (OT) with a mediator directed acyclic graph (DAG). Instead o…