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Single-gene negative binomial regression models for RNA-Seq data with higher-order asymptotic inference

We consider negative binomial (NB) regression models for RNA-Seq read counts and investigate an approach where such NB regression models are fitted to individual genes separately and, in particular, the NB dispersion parameter is estimated from each gene separately without assuming commonalities bet...

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Bibliografski detalji
Izdano u:Stat Interface
Glavni autor: Di, Yanming
Format: Artigo
Jezik:Inglês
Izdano: 2015
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5193394/
https://ncbi.nlm.nih.gov/pubmed/28042360
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4310/SII.2015.v8.n4.a1
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