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A Partial Least Squares based algorithm for parsimonious variable selection

BACKGROUND: In genomics, a commonly encountered problem is to extract a subset of variables out of a large set of explanatory variables associated with one or several quantitative or qualitative response variables. An example is to identify associations between codon-usage and phylogeny based defini...

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Detalles Bibliográficos
Autores principales: Mehmood, Tahir, Martens, Harald, Sæbø, Solve, Warringer, Jonas, Snipen, Lars
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3287970/
https://www.ncbi.nlm.nih.gov/pubmed/22142365
http://dx.doi.org/10.1186/1748-7188-6-27