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Multivariate hierarchical Bayesian model for differential gene expression analysis in microarray experiments

BACKGROUND: Identification of differentially expressed genes is a typical objective when analyzing gene expression data. Recently, Bayesian hierarchical models have become increasingly popular to solve this type of problems. These models show good performance in accommodating noise, variability and...

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Hlavní autoři: Zhao, Hongya, Chan, Kwok-Leung, Cheng, Lee-Ming, Yan, Hong
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2008
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC2259410/
https://ncbi.nlm.nih.gov/pubmed/18315862
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-9-S1-S9
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