Causal Inference of General Treatment Effects using Neural Networks with A Diverging Number of Confounders

Xiaohong Chen, Ying Liu, Shujie Ma +1

Semiparametric efficient estimation of various multi-valued causal effects, including quantile treatment effects, is important in economic, biomedical, and other social sciences. U…