Estimate Collapsibility of Causal Effects in Completed Partial DAGs via Strong d-Convex Hulls

Yuxin Deng, Yi Sun, Zhiming Li +1

This paper proposes a collapsible method for estimating causal effects that maintains the estimator's consistency before and after marginalization over some variables in completed…