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Independent component analysis as a rotation method: A very different solution to Thurstone's box problem

Jennrich, Robert I. and Trendafilov, Nickolay T. (2005). Independent component analysis as a rotation method: A very different solution to Thurstone's box problem. British Journal of Mathematical and Statistical Psychology, 58(2) pp. 199–208.

DOI (Digital Object Identifier) Link: http://dx.doi.org/10.1348/000711005X64105
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Abstract

In this paper we consider the well-known Thurstone box problem in exploratory factor analysis. Initial loadings and components are extracted using principal component analysis. Rotating the components towards independence rather than rotating the loadings towards simplicity allows one to accurately recover the dimensions of each box and also produce simple loadings. It is shown how this may be done using an appropriate rotation criterion and a general rotation algorithm. Methods from independent component analysis are used, and this paper may be viewed as an introduction to independent component analysis from the perspective of factor analysis.

Item Type: Journal Article
ISSN: 0007-1102
Academic Unit/Department: Mathematics, Computing and Technology > Mathematics and Statistics
Item ID: 4004
Depositing User: Nickolay Trendafilov
Date Deposited: 04 Jul 2006
Last Modified: 02 Dec 2010 19:50
URI: http://oro.open.ac.uk/id/eprint/4004
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