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Prediction of random effects in linear and generalized linear models under model misspecification

Statistical models that include random effects are commonly used to analyze longitudinal and correlated data, often with the assumption that the random effects follow a Gaussian distribution. Via theoretical and numerical calculations and simulation, we investigate the impact of misspecification of...

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Detalhes bibliográficos
Main Authors: McCulloch, Charles E., Neuhaus, John M.
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3066692/
https://ncbi.nlm.nih.gov/pubmed/20528860
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2010.01435.x
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