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Effect on Prediction when Modeling Covariates in Bayesian Nonparametric Models

In biomedical research, it is often of interest to characterize biologic processes giving rise to observations and to make predictions of future observations. Bayesian nonparametric methods provide a means for carrying out Bayesian inference making as few assumptions about restrictive parametric mod...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Cruz-Marcelo, Alejandro, Rosner, Gary L., Müller, Peter, Stewart, Clinton F.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2013
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3656440/
https://ncbi.nlm.nih.gov/pubmed/23687472
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/15598608.2013.772811
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