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Fast Implementation for Normal Mixed Effects Models With Censored Response

We propose an EM algorithm for computing the maximum likelihood and restricted maximum likelihood for linear and nonlinear mixed effects models with censored response. In contrast with previous developments, this algorithm uses closed-form expressions at the E-step, as opposed to Monte Carlo simulat...

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Dades bibliogràfiques
Publicat a:J Comput Graph Stat
Autors principals: Vaida, Florin, Liu, Lin
Format: Artigo
Idioma:Inglês
Publicat: 2012
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4377318/
https://ncbi.nlm.nih.gov/pubmed/25829836
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jcgs.2009.07130
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