Analysis of longitudinal data using constrained repeated random sampling-cross validation (CORRS-CV) and partial least squares-Reference-Cited by-同舟云学术

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Analysis of longitudinal data using constrained repeated random sampling-cross validation (CORRS-CV) and partial least squares

Published:2023-04 Issue: Volume:235 Page:104776
ISSN:0169-7439
Container-title:Chemometrics and Intelligent Laboratory Systems
language:en
Short-container-title:Chemometrics and Intelligent Laboratory Systems

Author:

Ten-Doménech Isabel,Pérez-Guaita David,Quintás Guillermo^ORCID,Kuligowski Julia

Funder

España Ministerio de Ciencia e Innovación

Generalitat Valenciana

Instituto de Salud Carlos III

European Regional Development Fund

Publisher

Elsevier BV

Subject

Spectroscopy,Process Chemistry and Technology,Computer Science Applications,Software,Analytical Chemistry

Reference8 articles.

1. PLS-regression: a basic tool of chemometrics;Wold;Chemometr. Intell. Lab. Syst.,2001

2. Principles of Proper Validation: use and abuse of re-sampling for validation;Esbensen;J. Chemom.,2010

3. Repeated double cross validation;Filzmoser;J. Chemom.,2009

4. Assessment of PLSDA cross validation;Westerhuis;Metabolomics,2008

5. On the implementation of spatial constraints in multivariate curve resolution alternating least squares for hyperspectral image analysis: spatial constraints in HSI-MCR-ALS;Hugelier;J. Chemom.,2015

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