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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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Detalles Bibliográficos
Autores principales: Mi, Gu, Di, Yanming, Schafer, Daniel W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4365073/
https://www.ncbi.nlm.nih.gov/pubmed/25787144
http://dx.doi.org/10.1371/journal.pone.0119254