Metabolomics variable selection and classification in the presence of observations below the detection limit using an extension of ERp

BACKGROUND: ERp is a variable selection and classification method for metabolomics data. ERp uses minimized classification error rates, based on data from a control and experimental group, to test the null hypothesis of no difference between the distributions of variables over the two groups. If the...

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Vydáno v:BMC Bioinformatics
Hlavní autoři: van Reenen, Mari, Westerhuis, Johan A., Reinecke, Carolus J., Venter, J Hendrik
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2017
Témata:
Methodology Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5290706/
https://ncbi.nlm.nih.gov/pubmed/28153039
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1480-8
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