A simulation study of the use of principal components in linear discriminant analysis

Jolliffe, I.T. and Morgan, B.J.T. and Young, P.J. (1996) A simulation study of the use of principal components in linear discriminant analysis. Journal of Statistical Computation and Simulation, 55 (4). pp. 353-366. ISSN 0094-9655. (The full text of this publication is not available from this repository)

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Abstract

The use of principal components in linear discriminant analysis has been considered by several authors. However, many of the properties of procedures associated with this usage are unknown. Here, using a simulation study, we investigate the power to choose the 'correct' components in the discriminant function. We also include the null case where no component has any discriminatory value.

Item Type: Article
Subjects: H Social Sciences > HA Statistics
Divisions: Faculties > Science Technology and Medical Studies > School of Mathematics Statistics and Actuarial Science
Depositing User: R.F. Xu
Date Deposited: 04 Jun 2009 16:08
Last Modified: 04 Jun 2009 16:08
Resource URI: http://kar.kent.ac.uk/id/eprint/19269 (The current URI for this page, for reference purposes)
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