1 citations · 1 across the 2 of their papers we have counts for
3 papers
stat.ME2025
Multivariate Distribution-Free Nonparametric Testing: Generalizing Wilcoxon's Tests via Optimal Transport
Zhen Huang, Bodhisattva Sen
This paper reviews recent advancements in the application of optimal transport (OT) to multivariate distribution-free nonparametric testing. Inspired by classical rank-based method…
stat.ME2023★ 1 cited
Multivariate Symmetry: Distribution-Free Testing via Optimal Transport
Zhen Huang, Bodhisattva Sen
The sign test (Arbuthnott, 1710) and the Wilcoxon signed-rank test (Wilcoxon, 1945) are among the first examples of a nonparametric test. These procedures -- based on signs, (absol…
math.ST2022★ 1 cited
A Kernel Measure of Dissimilarity between Distributions
Zhen Huang, Bodhisattva Sen
Given distributions defined on a general measurable space, we introduce a nonparametric (kernel) measure of multi-sample dissimilarity (KMD) -- a parameter that quantifi…