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MCMC implementation of the optimal Bayesian classifier for non-Gaussian models: model-based RNA-Seq classification

BACKGROUND: Sequencing datasets consist of a finite number of reads which map to specific regions of a reference genome. Most effort in modeling these datasets focuses on the detection of univariate differentially expressed genes. However, for classification, we must consider multiple genes and thei...

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Detalles Bibliográficos
Autores principales: Knight, Jason M, Ivanov, Ivan, Dougherty, Edward R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4265360/
https://www.ncbi.nlm.nih.gov/pubmed/25491122
http://dx.doi.org/10.1186/s12859-014-0401-3