CV‐ANOVA for significance testing of PLS and OPLS® models
By Lennart Eriksson, Johan Trygg, Svante Wold. 2008
725 citations recorded by the source corpus.
Subfields: Analytical Chemistry, Food Science, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/e30440db21090718d7bd7134e17edc61d5eadd7f
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In Analytical Chemistry
In Food Science
In Statistics and Probability
Citations in the corpus
- Comprehending crystalline β-carotene accumulation by comparing engineered cell models and the natural carotenoid-rich system of citrus (2011, neutral): “4D, E).”
- Multivariate Analysis in Metabolomics. (2012, methodology): “Another method, the CV-ANOVA, uses the cross-validated predictive residuals of a model as a basis for hypothesis testing [97].”
- Protein corona fingerprinting predicts the cellular interaction of gold and silver nanoparticles. (2014, methodology): “The statistical significance of each model was determined using the 'CV-ANOVA' technique.(74) This technique uses an F-test to determine whether the model has prediction residuals (from cross-validation) that are significantly smaller than the variation of each yi around the mean value of yi.”