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A Semiparametric Bayesian Approach to Multivariate Longitudinal Data

We extend the standard multivariate mixed model by incorporating a smooth time effect and relaxing distributional assumptions. We propose a semiparametric Bayesian approach to multivariate longitudinal data using a mixture of Polya trees prior distribution. Usually, the distribution of random effect...

詳細記述

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書誌詳細
主要な著者: Ghosh, Pulak, Hanson, Timothy
フォーマット: Artigo
言語:Inglês
出版事項: 2010
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3127550/
https://ncbi.nlm.nih.gov/pubmed/21731424
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1467-842X.2010.00581.x
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