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关于人类头骨性别和种族诊断中方差 - 协方差矩阵相等的假设。

On the assumption of equality of variance-covariance matrices in the sex and racial diagnosis of human skulls.

作者信息

Uytterschaut H T, Wilmink F W

出版信息

Am J Phys Anthropol. 1983 Mar;60(3):347-57. doi: 10.1002/ajpa.1330600307.

Abstract

Many papers have been devoted to the assumption of equality of variance-covariance matrices (sigma g) with respect to the use of discriminant analysis. Most of them concentrate on the "effect" of inequality on the results, in particular on discriminant functions. In the present paper, the assumption of equality of covariances itself was investigated for measures on human skulls. Data for both sexes were compared, as well as data on several racial groups. A likelihood ratio test was used. It was concluded that the equality of sigma g between the sexes and among subraces was not questioned, whereas the results warrant some caution as to the equality of sigma g among the main racial groups.

摘要

许多论文致力于方差协方差矩阵(σg)相等这一假设在判别分析中的应用。其中大部分论文关注不平等对方差协方差矩阵(σg)的“影响”,特别是对判别函数的影响。在本文中,针对人类头骨的测量数据,对方差协方差相等这一假设本身进行了研究。比较了男性和女性的数据,以及几个种族群体的数据。使用了似然比检验。得出的结论是,性别之间以及亚种族之间的σg相等这一假设没有问题,而关于主要种族群体之间σg相等的结果则需要一些谨慎对待。

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