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

DOI10.1080/00949659608811775zbMath0878.62044OpenAlexW2115372151MaRDI QIDQ4346975

Ian T. Jolliffe, Philip J. Young, Byron J. T. Morgan

Publication date: 5 January 1998

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949659608811775

zbMATH Keywords

principal componentsvariable selectionlinear discriminant analysis

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items

Dimensionality reduction on the Cartesian product of embeddings of multiple dissimilarity matrices

Uses Software

• MINITAB

Cites Work

• On Using Principal Components Before Separating a Mixture of Two Multivariate Normal Distributions
• Between-group comparison of principal components — some sampling results