Accounting for dependence induced by weighted KNN imputation in paired samples, motivated by a colorectal cancer study.
Missing data can arise in bioinformatics applications for a variety of reasons, and imputation methods are frequently applied to such data. We are motivated by a colorectal cancer study where miRNA expression was measured in paired tumor-normal samples of hundreds of patients, but data for many norm...
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| Principais autores: | , , , , , |
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| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Public Library of Science (PLoS)
2015-01-01
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| Serier: | PLoS ONE |
| Online adgang: | http://europepmc.org/articles/PMC4388652?pdf=render |
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