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Generalized Degrees of Freedom and Adaptive Model Selection in Linear Mixed-Effects Models

Linear mixed-effects models involve fixed effects, random effects and covariance structure, which require model selection to simplify a model and to enhance its interpretability and predictability. In this article, we develop, in the context of linear mixed-effects models, the generalized degrees of...

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Detalhes bibliográficos
Main Authors: Zhang, Bo, Shen, Xiaotong, Mumford, Sunni L.
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3214646/
https://ncbi.nlm.nih.gov/pubmed/22090665
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2011.09.001
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