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Sparse Variational Analysis of Linear Mixed Models for Large Data Sets

It is increasingly common to be faced with longitudinal or multi-level data sets that have large numbers of predictors and/or a large sample size. Current methods of fitting and inference for mixed effects models tend to perform poorly in such settings. When there are many variables, it is appealing...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Armagan, Artin, Dunson, David
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2011
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3138673/
https://ncbi.nlm.nih.gov/pubmed/21779136
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2011.02.029
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