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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Detalles Bibliográficos
Autores principales: Suyundikov, Anvar, Stevens, John R., Corcoran, Christopher, Herrick, Jennifer, Wolff, Roger K., Slattery, Martha L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4388652/
https://www.ncbi.nlm.nih.gov/pubmed/25849489
http://dx.doi.org/10.1371/journal.pone.0119876

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4388652/
https://www.ncbi.nlm.nih.gov/pubmed/25849489
http://dx.doi.org/10.1371/journal.pone.0119876

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