Constructive Cross-Validation in Linear Prediction

DOI10.1080/03610920601036382zbMath1315.62061OpenAlexW2012339976MaRDI QIDQ3593518

Dan J. Spitzner

Publication date: 23 July 2007

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610920601036382

zbMATH Keywords

linear predictionpartial least squares regressionprincipal components regressionweighted cross-validationcontinuum regression

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Linear regression; mixed models (62J05)

Uses Software

• alr3

Cites Work

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• On the structure of partial least squares regression
• A Generalized View on Continuum Regression
• A Statistical View of Some Chemometrics Regression Tools
• The Relationship between Variable Selection and Data Agumentation and a Method for Prediction
• Ridge Regression: Biased Estimation for Nonorthogonal Problems
• Assessing the covariance function in geostatistics