<abstract xmlns="http://www.w3.org/1999/xhtml"><p>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 <italic>ρV</italic> coefficient and distance correlation are used. Two methods (classical and recent) are compared and illustrated with real data.</p></abstract>

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.

Application of the <italic>ρV</italic> coefficient and distance correlation to the analysis of multivariate association

Department of Mathematical and Statistical Methods

Biometrical Letters

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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

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,...

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

Published Online: Dec 31, 2020

Page range: 119 - 129

DOI: https://doi.org/10.2478/bile-2020-0009

Keywords
coefficient, distance correlation, association between two random vectors

© 2020 Malwina Janiszewska et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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

Published Online: Dec 31, 2020

Page range: 119 - 129

DOI: https://doi.org/10.2478/bile-2020-0009

Keywordscoefficient, distance correlation, association between two random vectors

© 2020 Malwina Janiszewska et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Keywords
coefficient, distance correlation, association between two random vectors