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Flexible model-based clustering of mixed binary and continuous data: application to genetic regulation and cancer

Clustering is used widely in ‘omics’ studies and is often tackled with standard methods, e.g. hierarchical clustering. However, the increasing need for integration of multiple data sets leads to a requirement for clustering methods applicable to mixed data types, where the straightforward applicatio...

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Detalles Bibliográficos
Autores principales: Zainul Abidin, Fatin N., Westhead, David R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5399749/
https://www.ncbi.nlm.nih.gov/pubmed/27994031
http://dx.doi.org/10.1093/nar/gkw1270