Articles with "eigenvalue shrinkage" as a keyword



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Improved One-Class Modeling of High-Dimensional Metabolomics Data via Eigenvalue-Shrinkage

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Published in 2021 at "Metabolites"

DOI: 10.3390/metabo11040237

Abstract: One-class modelling is a useful approach in metabolomics for the untargeted detection of abnormal metabolite profiles, when information from a set of reference observations is available to model “normal” or baseline metabolite profiles. Such outlying… read more here.

Keywords: metabolomics data; class; eigenvalue shrinkage; class modeling ... See more keywords