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Bayesian Nonparametric Longitudinal Data Analysis

Practical Bayesian nonparametric methods have been developed across a wide variety of contexts. Here, we develop a novel statistical model that generalizes standard mixed models for longitudinal data that include flexible mean functions as well as combined compound symmetry (CS) and autoregressive (...

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Bibliographische Detailangaben
Veröffentlicht in:J Am Stat Assoc
Hauptverfasser: Quintana, Fernando A., Johnson, Wesley O., Waetjen, Elaine, Gold, Ellen
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5373670/
https://ncbi.nlm.nih.gov/pubmed/28366967
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2015.1076725
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