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Estimation of Variance Components in the Mixed-Effects Models: A Comparison Between Analysis of Variance and Spectral Decomposition

The mixed-effects models with two variance components are often used to analyze longitudinal data. For these models, we compare two approaches to estimating the variance components, the analysis of variance approach and the spectral decomposition approach. We establish a necessary and sufficient con...

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Detalhes bibliográficos
Main Authors: Wu, Mi-Xia, Yu, Kai-Fun, Liu, Ai-Yi
Formato: Artigo
Idioma:Inglês
Publicado em: 2009
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2762235/
https://ncbi.nlm.nih.gov/pubmed/20160928
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jspi.2009.03.014
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