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Biological impact of missing-value imputation on downstream analyses of gene expression profiles
Motivation: Microarray experiments frequently produce multiple missing values (MVs) due to flaws such as dust, scratches, insufficient resolution or hybridization errors on the chips. Unfortunately, many downstream algorithms require a complete data matrix. The motivation of this work is to determin...
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| Auteurs principaux: | , , , |
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| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
Oxford University Press
2011
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3008641/ https://ncbi.nlm.nih.gov/pubmed/21045072 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btq613 |
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