2 papers
stat.ML2026
A Generative Approach to Quasi-Random Sampling from Copulas via Space-Filling Designs
Sumin Wang, Chenxian Huang, Yongdao Zhou +1
Exploring the dependence between covariates across distributions is crucial for many applications. Copulas serve as a powerful tool for modeling joint variable dependencies and hav…
econ.EM2025
Uniform Inference on High-dimensional Spatial Panel Networks
Victor Chernozhukov, Chen Huang, Weining Wang
We propose employing a high-dimensional generalized method of moments (GMM) estimator, regularized for dimension reduction and subsequently debiased to correct for shrinkage bias (…