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An empirical approach to determine a threshold for assessing overdispersion in Poisson and negative binomial models for count data

Overdispersion is a problem encountered in the analysis of count data that can lead to invalid inference if unaddressed. Decision about whether data are overdispersed is often reached by checking whether the ratio of the Pearson chi-square statistic to its degrees of freedom is greater than one; how...

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Detalles Bibliográficos
Publicado en:Commun Stat Simul Comput
Main Authors: Payne, Elizabeth H., Gebregziabher, Mulugeta, Hardin, James W., Ramakrishnan, Viswanathan, Egede, Leonard E.
Formato: Artigo
Idioma:Inglês
Publicado: 2018
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6290908/
https://ncbi.nlm.nih.gov/pubmed/30555205
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03610918.2017.1323223
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