10 citations · 25 across the 3 of their papers we have counts for
3 papers
stat.ME2017★ 7 cited
An Efficient and Distribution-Free Two-Sample Test Based on Energy Statistics and Random Projections
Cheng Huang, Xiaoming Huo
A common disadvantage in existing distribution-free two-sample testing approaches is that the computational complexity could be high. Specifically, if the sample size is , the c…
stat.ME2017★ 8 cited
A Statistically and Numerically Efficient Independence Test based on Random Projections and Distance Covariance
Cheng Huang, Xiaoming Huo
Test of independence plays a fundamental role in many statistical techniques. Among the nonparametric approaches, the distance-based methods (such as the distance correlation based…
stat.ME2015★ 10 cited
A Distributed One-Step Estimator
Cheng Huang, Xiaoming Huo
Distributed statistical inference has recently attracted enormous attention. Many existing work focuses on the averaging estimator. We propose a one-step approach to enhance a simp…