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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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Chervoneva, Inna, Vishnyakov, Mark
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2011
Schlagworte:
Online Zugang: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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