Biometrical Letters

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Volume (57) Number 2 pp. 119-129

Malwina Janiszewska 1, Anna Szczepańska-Álvarez 1, Emilia Zawieja 2

1Department of Mathematical and Statistical Methods, Poznań University of Life Sciences, Wojska Polskiego 28, PL-60-637, Poznań, Poland
2Institute of Human Nutrition and Dietetics, Poznań University of Life Sciences, Wojska Polskiego 31, PL-60-624, Poznań, Poland

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

Summary

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.

Keywords: ρV coefficient, distance correlation, association between two random vectors
https://content.sciendo.com/downloadpdf/journals/bile/57/2/article-p119.pdf Full text available in Adobe Acrobat format

DOI: 10.2478/bile-2020-0009

For citation:

MLA Janiszewska, Malwina, et al. "Application of the ρV coefficient and distance correlation to the analysis of multivariate association." Biometrical Letters 57.2 (2020): 119-129. DOI: 10.2478/bile-2020-0009
APA Janiszewska, M., Szczepańska-Álvarez, A., & Zawieja, E. (2020). Application of the ρV coefficient and distance correlation to the analysis of multivariate association. Biometrical Letters 57(2), 119-129 DOI: 10.2478/bile-2020-0009
ISO 690 JANISZEWSKA, Malwina, SZCZEPAńSKA-ÁLVAREZ, Anna, ZAWIEJA, Emilia. Application of the ρV coefficient and distance correlation to the analysis of multivariate association. Biometrical Letters, 2020, 57.2: 119-129. DOI: 10.2478/bile-2020-0009