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Bayesian Hierarchical Model for Differential Gene Expression Using RNA-seq Data

We introduce model-based Bayesian inference to screen for differentially expressed genes based on RNA-seq data. RNA-seq is a high-throughput next-generation sequencing application that can be used to measure the expression of messenger RNA. We propose a Bayesian hierarchical model to implement coher...

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Vydáno v:Stat Biosci
Hlavní autoři: Lee, Juhee, Ji, Yuan, Liang, Shoudan, Cai, Guoshuai, Müller, Peter
Médium: Artigo
Jazyk:Inglês
Vydáno: 2013
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4504699/
https://ncbi.nlm.nih.gov/pubmed/26191087
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s12561-013-9096-7
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