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Bayesian non-parametric inference for stochastic epidemic models using Gaussian Processes

This paper considers novel Bayesian non-parametric methods for stochastic epidemic models. Many standard modeling and data analysis methods use underlying assumptions (e.g. concerning the rate at which new cases of disease will occur) which are rarely challenged or tested in practice. To relax these...

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Detalhes bibliográficos
Publicado no:Biostatistics
Main Authors: Xu, Xiaoguang, Kypraios, Theodore, O'Neill, Philip D
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5031942/
https://ncbi.nlm.nih.gov/pubmed/26993062
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxw011
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