On multicollinearity and concurvity in some nonlinear multivariate models

DOI10.1007/s10260-006-0005-9zbMath1187.62124OpenAlexW2065457845MaRDI QIDQ1039952

Isabella Morlini

Publication date: 23 November 2009

Published in: Statistical Methods and Applications (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/11380/455562

zbMATH Keywords

additive modelsMARSCARTprojection pursuit regressioncollinearitymulti-layer perceptron

Mathematics Subject Classification ID

Related Items (1)

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Uses Software

• R
• S-PLUS
• ElemStatLearn

Cites Work

• Linear smoothers and additive models
• Collinearity and least squares regression
• Generalized additive models
• Multivariate adaptive regression splines
• Geometrical aspects of discrimination by multilayer perceptrons
• Analysis of additive dependencies and concurvities using smallest additive principal components (With discussion)
• The elements of statistical learning. Data mining, inference, and prediction
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