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Missing value imputation for microarray data: a comprehensive comparison study and a web tool

BACKGROUND: Microarray data are usually peppered with missing values due to various reasons. However, most of the downstream analyses for microarray data require complete datasets. Therefore, accurate algorithms for missing value estimation are needed for improving the performance of microarray data...

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Main Authors: Chiu, Chia-Chun, Chan, Shih-Yao, Wang, Chung-Ching, Wu, Wei-Sheng
Formato: Artigo
Idioma:Inglês
Publicado: BioMed Central 2013
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4028811/
https://ncbi.nlm.nih.gov/pubmed/24565220
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-0509-7-S6-S12
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