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Application of the ρV coefficient and distance correlation to the analysis of multivariate association

Malwina Janiszewska
Malwina Janiszewska
, 
Anna Szczepańska-Álvarez
Anna Szczepańska-Álvarez
 et 
Emilia Zawieja
Emilia Zawieja
   | 31 déc. 2020
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Publié en ligne: 31 déc. 2020
Pages: 119 - 129
DOI: https://doi.org/10.2478/bile-2020-0009
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© 2020 Malwina Janiszewska et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

The aim of this paper is to study the association between two random vectors related to two groups of characteristics. To analyze the multivariate association, the ρV coefficient and distance correlation are used. Two methods (classical and recent) are compared and illustrated with real data.

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Anglais
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Sujets de la revue:
Life Sciences, Bioinformatics, other, Mathematics, Probability and Statistics, Applied Mathematics
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