PLS and dimension reduction for classification

DOI10.1007/S00180-007-0039-YzbMath1196.62085OpenAlexW2001673444MaRDI QIDQ964596

Yushu Liu, William S. Rayens

Publication date: 22 April 2010

Published in: Computational Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00180-007-0039-y

zbMATH Keywords

ridge regressionmisclassification rateoriented partial least squares

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Ridge regression; shrinkage estimators (Lasso) (62J07) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Related Items (2)

Integrated data depth for smooth functions and its application in supervised classification ⋮ Semi-supervised partial least squares

Cites Work

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• Penalized discriminant analysis
• Covariance pooling and stabilization for classification
• Partially pooled covariance matrix estimation in discriminant analysis
• A Statistical View of Some Chemometrics Regression Tools

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