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An inequality between the weighted average and the rowwise correlation coefficient for proximity matrices

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Abstract

De Vries (1993) discusses Pearson's product-moment correlation, Spearman's rank correlation, and Kendall's rank-correlation coefficient for assessing the association between the rows of two proximity matrices. For each of these he introduces a weighted average variant and a rowwise variant. In this note it is shown that for all three types, the absolute value of the first variant is greater than or equal to the absolute value of the second.

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References

  • de Vries, H. (1993). The rowwise correlation between two proximity matrices and the partial rowwise correlation.Psychometrika, 58, 53–69.

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The author is obliged to Frits E. Zegers for useful comments on an earlier version of this paper.

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Krijnen, W.P. An inequality between the weighted average and the rowwise correlation coefficient for proximity matrices. Psychometrika 59, 269–270 (1994). https://doi.org/10.1007/BF02295188

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  • DOI: https://doi.org/10.1007/BF02295188

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