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顺序验证框架内聚类分析技术的比较

A Comparison of Cluster Analysis Techniques Withing a Sequential Validation Framework.

作者信息

Morey L C, Blashfield R K, Skinner H A

出版信息

Multivariate Behav Res. 1983 Jul 1;18(3):309-29. doi: 10.1207/s15327906mbr1803_4.

DOI:10.1207/s15327906mbr1803_4
PMID:26744918
Abstract

This study involved the comparison of 23 different methods of cluster analysis in a four-stage sequential validation design. These stages included derivation, replication, external validation, and cross-validation. Data were obtained from 750 alcohol abusers on a number of socio-behavioral variables. Results demonstrated that the solution given by Ward's method of cluster analysis was particularly powerful in comparison to solutions yielded by other techniques.

摘要

本研究采用四阶段序贯验证设计,对23种不同的聚类分析方法进行了比较。这些阶段包括推导、复制、外部验证和交叉验证。数据来自750名酗酒者的一些社会行为变量。结果表明,与其他技术得出的结果相比,沃德聚类分析方法给出的结果特别有效。

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