review Open AccessTop 1% cited
A tutorial review: Metabolomics and partial least squares-discriminant analysis – a marriage of convenience or a shotgun wedding
Analytica Chimica Acta · 2015 · Vol. 879 · pp. 10–23
Piotr S. Gromski(University of Manchester)Howbeer Muhamadali(University of Manchester)David I. Ellis(University of Manchester)Yun Xu(University of Manchester)Elon Correa(University of Manchester)Michael L. Turner(University of Manchester)Royston Goodacre✉(University of Manchester)
Metabolomics and Mass Spectrometry StudiesSpectroscopy and Chemometric AnalysesAdvanced Chemical Sensor TechnologiesPartial least squares regressionPrincipal component analysisLinear discriminant analysisArtificial intelligenceMultivariate statisticsMachine learningMetabolomicsSupport vector machineComputer scienceData mining
MeSH terms
AnimalsHumansDiscriminant AnalysisLeast-Squares AnalysisMetabolomicsSupport Vector Machine
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854
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The Analyst · 2011 · 847 citations
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