Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes

BACKGROUND: Gene expression data frequently contain missing values, however, most down-stream analyses for microarray experiments require complete data. In the literature many methods have been proposed to estimate missing values via information of the correlation patterns within the gene expression...

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Detalles Bibliográficos
Autores principales: Brock, Guy N, Shaffer, John R, Blakesley, Richard E, Lotz, Meredith J, Tseng, George C
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2253514/
https://www.ncbi.nlm.nih.gov/pubmed/18186917
http://dx.doi.org/10.1186/1471-2105-9-12

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2253514/
https://www.ncbi.nlm.nih.gov/pubmed/18186917
http://dx.doi.org/10.1186/1471-2105-9-12

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