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Mitigating Bias in Generalized Linear Mixed Models: The Case for Bayesian Nonparametrics

Generalized linear mixed models are a common statistical tool for the analysis of clustered or longitudinal data where correlation is accounted for through cluster-specific random effects. In practice, the distribution of the random effects is typically taken to be a Normal distribution, although if...

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Detalhes bibliográficos
Publicado no:Stat Sci
Main Authors: Antonelli, Joseph, Trippa, Lorenzo, Haneuse, Sebastien
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5624537/
https://ncbi.nlm.nih.gov/pubmed/28979066
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-STS533
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