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PCA as a practical indicator of OPLS-DA model reliability

BACKGROUND: Principal Component Analysis (PCA) and Orthogonal Projections to Latent Structures Discriminant Analysis (OPLS-DA) are powerful statistical modeling tools that provide insights into separations between experimental groups based on high-dimensional spectral measurements from NMR, MS or ot...

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Bibliografski detalji
Izdano u:Curr Metabolomics
Glavni autori: Worley, Bradley, Powers, Robert
Format: Artigo
Jezik:Inglês
Izdano: 2016
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4990351/
https://ncbi.nlm.nih.gov/pubmed/27547730
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2174/2213235X04666160613122429
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