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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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Bibliografiske detaljer
Udgivet i:J Comput Graph Stat
Main Authors: Vaida, Florin, Liu, Lin
Format: Artigo
Sprog:Inglês
Udgivet: 2012
Fag:
Online adgang: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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