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Methylation data imputation performances under different representations and missingness patterns

BACKGROUND: High-throughput technologies enable the cost-effective collection and analysis of DNA methylation data throughout the human genome. This naturally entails missing values management that can complicate the analysis of the data. Several general and specific imputation methods are suitable...

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Detalles Bibliográficos
Autores principales: Lena, Pietro Di, Sala, Claudia, Prodi, Andrea, Nardini, Christine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7325236/
https://www.ncbi.nlm.nih.gov/pubmed/32600298
http://dx.doi.org/10.1186/s12859-020-03592-5