A rank-based high-dimensional test for equality of mean vectors

• Published in: Computational statistics & data analysis Vol. 173; p. 107495
• Main Authors: Ouyang, Yanyan, Liu, Jiamin, Tong, Tiejun, Xu, Wangli
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.09.2022
• Subjects: data analysis; data collection; Equality of means; gene expression; High-dimensional data; humans; statistics; Wilcoxon signed-rank test; Wilcoxon-Mann-Whitney test; High-dimensional data; Wilcoxon signed-rank test; Equality of means; Wilcoxon-Mann-Whitney test

The Wilcoxon signed-rank test and the Wilcoxon-Mann-Whitney test are two commonly used rank-based methods for one- and two-sample tests when the one-dimensional data are not normally distributed. The new rank-based nonparametric tests for equality of mean vectors are proposed in the high-dimensional...