Determination of optimum number of components in partial least squares regression from distributions of the root-mean-squared error obtained by Monte Carlo resampling

Weight randomization test for the selection of the number of components in PLS models

(2017) Thanh Tran et al.   JOURNAL OF CHEMOMETRICS

Validation of chemometric models – A tutorial

(2015) Frank Westad et al.   ANALYTICA CHIMICA ACTA

Predictive associations between serum fatty acids and lipoproteins in healthy non-obese Norwegians: implications for cardiovascular health

(2015) Chenchen Lin et al.   Metabolomics

Variable importance in latent variable regression models

(2014) Olav M. Kvalheim et al.   JOURNAL OF CHEMOMETRICS

A Systematic Approach to Obtain Validated Partial Least Square Models for Predicting Lipoprotein Subclasses from Serum NMR Spectra

(2013) Velitchka V. Mihaleva et al.   ANALYTICAL CHEMISTRY

History, philosophy and mathematical basis of the latent variable approach - from a peculiarity in psychology to a general method for analysis of multivariate data

(2012) Olav M. Kvalheim   JOURNAL OF CHEMOMETRICS

Repeated double cross validation

(2009) Peter Filzmoser et al.   JOURNAL OF CHEMOMETRICS

Assessment of PLSDA cross validation

(2008) Johan A. Westerhuis et al.   Metabolomics