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Complex model calibration through emulation, a worked example for a stochastic epidemic model

Uncertainty quantification is a formal paradigm of statistical estimation that aims to account for all uncertainties inherent in the modelling process of real-world complex systems. The methods are directly applicable to stochastic models in epidemiology, however they have thus far not been widely u...

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Detalles Bibliográficos
Autores principales: Dunne, Michael, Mohammadi, Hossein, Challenor, Peter, Borgo, Rita, Porphyre, Thibaud, Vernon, Ian, Firat, Elif E., Turkay, Cagatay, Torsney-Weir, Thomas, Goldstein, Michael, Reeve, Richard, Fang, Hui, Swallow, Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9109972/
https://www.ncbi.nlm.nih.gov/pubmed/35617882
http://dx.doi.org/10.1016/j.epidem.2022.100574