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An assessment of estimation methods for generalized linear mixed models with binary outcomes

Two main classes of methodology have been developed for addressing the analytical intractability of generalized linear mixed models (GLMMs): likelihood-based methods and Bayesian methods. Likelihood-based methods such as the penalized quasi-likelihood approach have been shown to produce biased estim...

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Main Authors: Capanu, Marinela, Gönen, Mithat, Begg, Colin B.
格式: Artigo
語言:Inglês
出版: 2013
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3866838/
https://ncbi.nlm.nih.gov/pubmed/23839712
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.5866
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