Cross-validation in PCA models with the element-wise k-fold (ekf) algorithm: theoretical aspects
Author:
Affiliation:
1. Teoría de la Señal, Telemática y Comunicaciones; Universidad de Granada; Granada; Spain
2. Dpto. Estadística e I.O. Aplicadas y Calidad; Universidad Politécnica de Valencia; Valencia; Spain
Publisher
Wiley
Subject
Applied Mathematics,Analytical Chemistry
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1002/cem.2440/fullpdf
Reference16 articles.
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2. Cross-validatory choice of the number of components from a principal component analysis;Eastment;Technometrics.,1982
3. Multivariate SPC charts for monitoring batch processes;Nomikos;Technometrics.,1995
4. Cross-validation of component models: a critical look at current methods;Bro;Anal. Bioanal. Chem.,2008
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