Performing procrustes discriminant analysis with HOLMES

Program HOLMES devised by target factor analysis has been updated for performing procrustes discriminant analysis (PDA). Computational details are outlined. The equivalence between PDA and partial least squares-discriminant analysis (PLS-DA) is established. Application of the PDA is illustrated by t...

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Bibliographic Details
Published in:Talanta (Oxford) 1999-06, Vol.49 (1), p.189-197
Main Authors: González-Arjona, Domingo, López-Pérez, G., González, A.Gustavo
Format: Article
Language:English
Subjects:
Analytical chemistry
Chemistry
Classification
Discriminant analysis
Exact sciences and technology
General, instrumentation
Procrustes analysis
Target factor analysis
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Summary:Program HOLMES devised by target factor analysis has been updated for performing procrustes discriminant analysis (PDA). Computational details are outlined. The equivalence between PDA and partial least squares-discriminant analysis (PLS-DA) is established. Application of the PDA is illustrated by two case studies taken from literature.
ISSN:0039-9140
1873-3573
DOI:10.1016/S0039-9140(98)00354-3