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- Title
The Simplified Component Technique: An Alternative to Rotated Principal Components.
- Authors
Jolliffe, Ian T.; Uddin, Mudassir
- Abstract
It is fairly common, following a principal component analysis, to rotate components in order to simplify their structure. Here, we propose an alternative to this two-stage procedure which involves only one stage and combines the objectives of variance maximization and simplification. It is shown, using examples, that the new technique can provide alternative ways of interpreting a dataset. Some properties of the technique are investigated using a simulation study.
- Subjects
PRINCIPAL components analysis; MAXIMUM entropy method
- Publication
Journal of Computational & Graphical Statistics, 2000, Vol 9, Issue 4, p689
- ISSN
1061-8600
- Publication type
Academic Journal
- DOI
10.2307/1391088