Root-n consistent semiparametric learning with high-dimensional nuisance functions under minimal sparsity

Lin Liu, Xinbo Wang, Yuhao Wang

Treatment effect estimation under unconfoundedness is a fundamental task in causal inference. In response to the challenge of analyzing high-dimensional datasets collected in subst…