Distribution-Free Consistent Independence Tests via Center-Outward Ranks and Signs
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Publication:5881094
DOI10.1080/01621459.2020.1782223zbMath1506.62313arXiv1909.10024OpenAlexW3040168841MaRDI QIDQ5881094
Fang Han, Mathias Drton, Hongjian Shi
Publication date: 9 March 2023
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1909.10024
distance covarianceindependence testdegenerate \(U\)-statisticscenter-outward ranks and signscombinatorial noncentral limit theorem
Nonparametric hypothesis testing (62G10) Hypothesis testing in multivariate analysis (62H15) Asymptotic properties of parametric tests (62F05)
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Uses Software
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