Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda

Advances in scientific computing have allowed the development of complex models that are being routinely applied to problems in disease epidemiology, public health and decision making. The utility of these models depends in part on how well they can reproduce empirical data. However, fitting such mo...

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Detalles Bibliográficos
Autores principales: Andrianakis, Ioannis, Vernon, Ian R., McCreesh, Nicky, McKinley, Trevelyan J., Oakley, Jeremy E., Nsubuga, Rebecca N., Goldstein, Michael, White, Richard G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4288726/
https://www.ncbi.nlm.nih.gov/pubmed/25569850
http://dx.doi.org/10.1371/journal.pcbi.1003968

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4288726/
https://www.ncbi.nlm.nih.gov/pubmed/25569850
http://dx.doi.org/10.1371/journal.pcbi.1003968

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