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Goodness-of-Fit Tests and Model Diagnostics for Negative Binomial Regression of RNA Sequencing Data

This work is about assessing model adequacy for negative binomial (NB) regression, particularly (1) assessing the adequacy of the NB assumption, and (2) assessing the appropriateness of models for NB dispersion parameters. Tools for the first are appropriate for NB regression generally; those for th...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Mi, Gu, Di, Yanming, Schafer, Daniel W.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4365073/
https://ncbi.nlm.nih.gov/pubmed/25787144
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0119254
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