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Bayesian inference for generalized linear mixed models

Generalized linear mixed models (GLMMs) continue to grow in popularity due to their ability to directly acknowledge multiple levels of dependency and model different data types. For small sample sizes especially, likelihood-based inference can be unreliable with variance components being particularl...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Fong, Youyi, Rue, Håvard, Wakefield, Jon
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2883299/
https://ncbi.nlm.nih.gov/pubmed/19966070
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxp053
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