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Missing value estimation for DNA microarray gene expression data by Support Vector Regression imputation and orthogonal coding scheme

BACKGROUND: Gene expression profiling has become a useful biological resource in recent years, and it plays an important role in a broad range of areas in biology. The raw gene expression data, usually in the form of large matrix, may contain missing values. The downstream analysis methods that post...

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Detalles Bibliográficos
Autores principales: Wang, Xian, Li, Ao, Jiang, Zhaohui, Feng, Huanqing
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1403803/
https://www.ncbi.nlm.nih.gov/pubmed/16426462
http://dx.doi.org/10.1186/1471-2105-7-32