Influence function analysis for partial least squares with uncorrelated components

DOI10.1080/02331880500356564zbMath1125.62062OpenAlexW2078524864MaRDI QIDQ3409001

Kjell Johnson, William S. Rayens

Publication date: 7 November 2006

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331880500356564

zbMATH Keywords

Partial least squaresEmpirical influence function

Mathematics Subject Classification ID

Multivariate analysis (62H99) Factor analysis and principal components; correspondence analysis (62H25) Applications of statistics to biology and medical sciences; meta analysis (62P10) Biochemistry, molecular biology (92C40) Diagnostics, and linear inference and regression (62J20)

Related Items (1)

Influence function analysis applied to partial least squares

Cites Work

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• On the structure of partial least squares regression
• Influence functions related to eigenvalue problems which appear in multivariate analysis
• Sensitivity analysis in principal component analysis:influence on the subspace spanned by principal components.
• Comparison of prediction methods for multicollinear data
• Influence in principal components analysis
• The Influence Function as an Aid in Outlier Detection in Discriminant Analysis
• The Influence Curve and Its Role in Robust Estimation
• A Statistical View of Some Chemometrics Regression Tools
• Influence functions for certain parameters in multivariate analysis
• Robust Statistics

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