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Variable selection in omics data: A practical evaluation of small sample sizes

In omics experiments, variable selection involves a large number of metabolites/ genes and a small number of samples (the n < p problem). The ultimate goal is often the identification of one, or a few features that are different among conditions- a biomarker. Complicating biomarker identification...

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Detalles Bibliográficos
Autores principales: Kirpich, Alexander, Ainsworth, Elizabeth A., Wedow, Jessica M., Newman, Jeremy R. B., Michailidis, George, McIntyre, Lauren M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013185/
https://www.ncbi.nlm.nih.gov/pubmed/29927942
http://dx.doi.org/10.1371/journal.pone.0197910