CV-ANOVA for significance testing of PLS and OPLS® models

This report describes significance testing for PLS and OPLS® (orthogonal PLS) models. The testing is applicable to single‐Y cases and is based on ANOVA of the cross‐validated residuals (CV‐ANOVA). Two variants of the CV‐ANOVA are introduced. The first is based on the cross‐validated predictive resid...

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Veröffentlicht in:	Journal of Chemometrics 2008-11, Vol.22 (11-12), p.594-600
Hauptverfasser:	Eriksson, Lennart, Trygg, Johan, Wold, Svante
Format:	Artikel
Sprache:	eng
Schlagworte:	Analytical chemistry ANOVA Calibration Chemistry Correlation analysis cross-validation Exact sciences and technology General and physical chemistry General. Nomenclature, chemical documentation, computer chemistry OPLS predictive score significance testing Sugar industry Theory of reactions, general kinetics. Catalysis. Nomenclature, chemical documentation, computer chemistry Variance analysis
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