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.
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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.
|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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