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Linear mixed models for multiple outcomes using extended multivariate skew-t distributions

Multivariate outcomes with heavy skewness and thick tails often arise from clustered experiments or longitudinal studies. Linear mixed models with multivariate skew-t (MST) distributions for the random effects and the error terms is a popular tool of robust modeling for such outcomes. However the us...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat Interface
Main Authors: Yu, Binbing, O'Malley, A. James, Ghosh, Pulak
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5397123/
https://ncbi.nlm.nih.gov/pubmed/28435512
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4310/SII.2014.v7.n1.a11
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