A robustness test for estimating total effects with covariate adjustment

Zehao Su, Leonard Henckel

Abstract: Suppose we want to estimate a total effect with covariate adjustment in a linear structural equation model. We have a causal graph to decide what covariates to adjust for, but are uncertain about t...