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Shrinkage estimation of dispersion in Negative Binomial models for RNA-seq experiments with small sample size

Motivation: RNA-seq experiments produce digital counts of reads that are affected by both biological and technical variation. To distinguish the systematic changes in expression between conditions from noise, the counts are frequently modeled by the Negative Binomial distribution. However, in experi...

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Main Authors: Yu, Danni, Huber, Wolfgang, Vitek, Olga
Formáid: Artigo
Teanga:Inglês
Foilsithe: Oxford University Press 2013
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC3654711/
https://ncbi.nlm.nih.gov/pubmed/23589650
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btt143
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