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聚类分析在抑郁症分类中的应用。一项重复研究。

Application of cluster analysis in the classification of depression. A replication study.

作者信息

Paykel E S, Henderson A J

出版信息

Neuropsychobiology. 1977;3(2-3):111-9. doi: 10.1159/000117595.

Abstract

This paper reports a replication study of a four-group cluster-analytic typology of depressed patients. Several hierarchial agglomerative clustering procedures were applied on the original patient sample using a slightly reduced variable pool. The best replication obtained used Ward's error sum of squares method and was stable on iterative relocation. Three groups, psychotic depressives, anxious depressives, and young depressives with personality disorders replicated well, while hostile depressives failed to separate clearly from the young depressives.

摘要

本文报告了一项针对抑郁症患者四组聚类分析类型的重复研究。使用略微缩减的变量集,对原始患者样本应用了几种层次凝聚聚类程序。所获得的最佳重复结果使用了沃德误差平方和方法,并且在迭代重定位时是稳定的。三组,即精神病性抑郁症患者、焦虑性抑郁症患者和患有个性障碍的年轻抑郁症患者,重复效果良好,而敌对性抑郁症患者未能与年轻抑郁症患者清晰区分开来。

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引用本文的文献

1
The classification of depression.抑郁症的分类。
Br J Clin Pharmacol. 1983;15 Suppl 2(Suppl 2):155S-159S. doi: 10.1111/j.1365-2125.1983.tb05860.x.

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