A comparison of nine PLS1 algorithms

Nine PLS1 algorithms were evaluated, primarily in terms of their numerical stability, and secondarily their speed. There were six existing algorithms: (a) NIPALS by Wold; (b) the non‐orthogonalized scores algorithm by Martens; (c) Bidiag2 by Golub and Kahan; (d) SIMPLS by de Jong; (e) improved kerne...

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Veröffentlicht in:	Journal of chemometrics Jg. 23; H. 10; S. 518 - 529
1. Verfasser:	Andersson, Martin
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Chichester, UK John Wiley & Sons, Ltd 01.10.2009 Wiley Wiley Subscription Services, Inc
Schlagworte:	Algorithms Analytical chemistry Chemistry Comparative studies comparison Exact sciences and technology Foods General and physical chemistry General. Nomenclature, chemical documentation, computer chemistry Least squares method Mathematical analysis Mathematical models numerical Numerical analysis Numerical stability PLS Regression regression vector Spectrometers speed stability Statistical methods Theory of reactions, general kinetics. Catalysis. Nomenclature, chemical documentation, computer chemistry Vectors (mathematics) Speed algorithms Stability comparison regression vector Spectrometer Algorithm PLS regression numerical PLS Calculation Models Chemometrics Numerical stability Food
ISSN:	0886-9383, 1099-128X, 1099-128X
Online-Zugang:	Volltext
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