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Robust imputation method for missing values in microarray data

BACKGROUND: When analyzing microarray gene expression data, missing values are often encountered. Most multivariate statistical methods proposed for microarray data analysis cannot be applied when the data have missing values. Numerous imputation algorithms have been proposed to estimate the missing...

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Detalles Bibliográficos
Autores principales: Yoon, Dankyu, Lee, Eun-Kyung, Park, Taesung
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1892075/
https://www.ncbi.nlm.nih.gov/pubmed/17493255
http://dx.doi.org/10.1186/1471-2105-8-S2-S6