Minimum Wasserstein distance estimator under covariate shift: closed-form, super-efficiency and irregularity

Junjun Lang, Qiong Zhang, Yukun Liu

Covariate shift arises when covariate distributions differ between source and target populations while the conditional distribution of the response remains invariant, and it underl…