209 citations · 673 across the 20 of their papers we have counts for
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stat.ME2020★ 4 cited
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…
stat.ME2015★ 77 cited
Optimal Sup-norm Rates and Uniform Inference on Nonlinear Functionals of Nonparametric IV Regression
Xiaohong Chen, Timothy M. Christensen
This paper makes several important contributions to the literature about nonparametric instrumental variables (NPIV) estimation and inference on a structural function and its…