A hybrid imputation approach for microarray missing value estimation

BACKGROUND: Missing data is an inevitable phenomenon in gene expression microarray experiments due to instrument failure or human error. It has a negative impact on performance of downstream analysis. Technically, most existing approaches suffer from this prevalent problem. Imputation is one of the...

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Detalles Bibliográficos
Autores principales: Li, Huihui, Zhao, Changbo, Shao, Fengfeng, Li, Guo-Zheng, Wang, Xiao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4547405/
https://www.ncbi.nlm.nih.gov/pubmed/26330180
http://dx.doi.org/10.1186/1471-2164-16-S9-S1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4547405/
https://www.ncbi.nlm.nih.gov/pubmed/26330180
http://dx.doi.org/10.1186/1471-2164-16-S9-S1

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