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Constrained S-estimators for linear mixed effects models with covariance components

Linear mixed effects (LME) models are increasingly used for analyses of biological and biomedical data. When the multivariate normal assumption is not adequate for an LME model, then a robust estimation approach is preferable to the maximum likelihood one. M-estimators were considered before for rob...

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Bibliographic Details
Main Authors: Chervoneva, Inna, Vishnyakov, Mark
Format: Artigo
Language:Inglês
Published: 2011
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3137669/
https://ncbi.nlm.nih.gov/pubmed/21638300
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.4169
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