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《马氏距离D作为多元效应量的异质性系数》附录

Addendum to: Heterogeneity Coefficients for Mahalanobis' D as a Multivariate Effect Size.

作者信息

Del Giudice Marco

机构信息

a Department of Psychology , University of New Mexico.

出版信息

Multivariate Behav Res. 2018 Jul-Aug;53(4):571-573. doi: 10.1080/00273171.2018.1462138. Epub 2018 Apr 23.

Abstract

In a previous paper (Del Giudice, 2017 [Heterogeneity coefficients for Mahalanobis' D as a multivariate effect size. Multivariate Behavioral Research, 52, 216-221]), I proposed two heterogeneity coefficients for Mahalanobis' D based on the Gini coefficient, labeled H and EPV. In this addendum I discuss the limitations of the original approach and note that the proposed indices may overestimate heterogeneity under certain conditions. I then describe two revised indices H and EPV, and illustrate the difference between the original and revised indices with some real-world data sets.

摘要

在之前的一篇论文中(德尔·朱迪切,2017年[马氏距离D的异质性系数作为多元效应量。《多元行为研究》,第52卷,第216 - 221页]),我基于基尼系数提出了马氏距离D的两个异质性系数,分别标记为H和EPV。在本附录中,我讨论了原始方法的局限性,并指出所提出的指标在某些条件下可能高估异质性。然后我描述了两个修订后的指标H和EPV,并用一些实际数据集说明了原始指标和修订后指标之间的差异。

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