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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...

詳細記述

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書誌詳細
出版年:J Comput Graph Stat
主要な著者: Vaida, Florin, Liu, Lin
フォーマット: Artigo
言語:Inglês
出版事項: 2012
主題:
オンライン・アクセス: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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