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Distribution-free tests of independence in high dimensions

We consider the testing of mutual independence among all entries in a [Formula: see text]-dimensional random vector based on [Formula: see text] independent observations. We study two families of distribution-free test statistics, which include Kendall’s tau and Spearman’s rho as important examples....

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Detalhes bibliográficos
Publicado no:Biometrika
Main Authors: Han, Fang, Chen, Shizhe, Liu, Han
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5793489/
https://ncbi.nlm.nih.gov/pubmed/29430039
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asx050
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