A fast method for choosing the numbers of components in Tucker3 analysis

被引：40

作者：

Kiers, HAL ^{[1
]}

Kinderen, AD ^{[1
]}

机构：

[1] Univ Groningen, Dept Psychol, NL-9712 TS Groningen, Netherlands

来源：

BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY | 2003年 / 56卷

关键词：

D O I：

10.1348/000711003321645386

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

Recently, Timmerman and Kiers proposed an effective procedure for choosing the numbers of components in Tucker3 analysis, a kind of component analysis of three-way data. The procedure, however, is rather time-consuming, relying on very many complete Tucker3 analyses. Here, an alternative procedure is proposed, which basically relies on a single, quick analysis of the three-way data set. In a simulation study it was found that the new procedure is comparable in its effect to the original procedure.

引用

页码：119 / 125

页数：7

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