DIFFERENCES BETWEEN THE CORRELATION COEFFICIENTS PEARSON, KENDALL AND SPEARMAN

SHAQIRI, Mirlinda and ILJAZI, Teuta and KAMBERI, Lazim and RAMANI-HALILI, Rushadije (2023) DIFFERENCES BETWEEN THE CORRELATION COEFFICIENTS PEARSON, KENDALL AND SPEARMAN. Journal of Natural Sciences and Mathematics of UT, 8 (15-16). pp. 392-397. ISSN 2545-4072

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Abstract

This study aims to compare the values of correlation coefficients such as the Pearson coefficient, and the Kendall and Spearman coefficient. Pearson's coefficient values are taken from only studies conducted on the correlation of variables to be found in this study, while Kendall and Spearman's coefficient values account for the same variables and specifications to carry out this study. The earned values are compared to see which coefficients have the closest values. After comparing the coefficient values it is concluded that the Pearson and Spearman coefficient have more close values than Kendall's coefficient.

Item Type: Article
Uncontrolled Keywords: Correlation, nonparametric coefficients, Pearson coefficient, Kendall coefficient, Spearman coefficient, variable
Subjects: Q Science > QA Mathematics
Divisions: Faculty of Engineering, Science and Mathematics > School of Mathematics
Depositing User: Unnamed user with email zshi@unite.edu.mk
Date Deposited: 05 Nov 2023 15:38
Last Modified: 05 Nov 2023 15:38
URI: http://eprints.unite.edu.mk/id/eprint/1557

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