Beyond Reweighting: On the Predictive Role of Covariate Shift in Effect Generalization

Ying Jin, Naoki Egami, Dominik Rothenhäusler

Many existing approaches to generalizing statistical inference amidst distribution shift operate under the covariate shift assumption, which posits that the conditional distributio…