Permutation Tests for Multivariate Data is a nonparametric statistical method that assesses the significance of group differences or associations in multivariate datasets by repeatedly reallocating observed data points across groups to generate an empirical null distribution, thereby preserving the multivariate structure while making minimal distributional assumptions.
156
Publications
44.8K
Citations
325
Authors
181
Institutions
Publications per year
2017–2026
25
Variants
Multivariate Permutation TestsMultivariate Randomization Tests
Parents
Publications
156
A new method for non‐parametric multivariate analysis of variance
Marti J. Anderson · Austral Ecology · 2001 · 13.3K citations
Distance‐Based Tests for Homogeneity of Multivariate Dispersions
Marti J. Anderson · Biometrics · 2005 · 3.1K citations
Computing, Biostatistics, Ecology +13
1–5 of 156
Authors
325
- PW
9
h-index
- MJ
7
h-index
- KJ
6
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- LS
5
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- RA
4
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1–5 of 325
Institutions
181
University of Padua
Padua, Italy
11 h-index
22 publications
626 citations
Colorado State University
Fort Collins, United States
10 h-index
22 publications
1.5K citations
University of Auckland
Auckland, New Zealand
5 h-index
7 publications
25.6K citations
University of Florida
Gainesville, United States
4 h-index
6 publications
156 citations
Pennsylvania State University
State College, United States
4 h-index
5 publications
232 citations
Stanford University
Stanford, United States
4 h-index
5 publications
272 citations
Vanderbilt University
Nashville, United States
4 h-index
10 publications
654 citations
University of Ferrara
Ferrara, Italy
4 h-index
6 publications
141 citations
1–8 of 181
Venues
- Journal of the American Statistical Association
9 publications · 618 citations
9
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- Biometrics
7 publications · 3.7K citations
7
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- Journal of Chemometrics
6 publications · 510 citations
6
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- Ecology
6 publications · 4.8K citations
6
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- Communication in Statistics- Theory and Methods
4 publications · 419 citations
4
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1–5