Sparse PLS discriminant analysis: biologically relevant feature selection and graphical displays for multiclass problems

BACKGROUND: Variable selection on high throughput biological data, such as gene expression or single nucleotide polymorphisms (SNPs), becomes inevitable to select relevant information and, therefore, to better characterize diseases or assess genetic structure. There are different ways to perform var...

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Detalles Bibliográficos
Autores principales: Lê Cao, Kim-Anh, Boitard, Simon, Besse, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3133555/
https://www.ncbi.nlm.nih.gov/pubmed/21693065
http://dx.doi.org/10.1186/1471-2105-12-253

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3133555/
https://www.ncbi.nlm.nih.gov/pubmed/21693065
http://dx.doi.org/10.1186/1471-2105-12-253

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