Cargando…
History matching of a complex epidemiological model of human immunodeficiency virus transmission by using variance emulation
Complex stochastic models are commonplace in epidemiology, but their utility depends on their calibration to empirical data. History matching is a (pre)calibration method that has been applied successfully to complex deterministic models. In this work, we adapt history matching to stochastic models,...
Autores principales: | Andrianakis, I., Vernon, I., McCreesh, N., McKinley, T. J., Oakley, J. E., Nsubuga, R. N., Goldstein, M., White, R. G. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5516248/ https://www.ncbi.nlm.nih.gov/pubmed/28781386 http://dx.doi.org/10.1111/rssc.12198 |
Ejemplares similares
-
Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda
por: Andrianakis, Ioannis, et al.
Publicado: (2015) -
Choice of time horizon critical in estimating costs and effects of changes to HIV programmes
por: McCreesh, Nicky, et al.
Publicado: (2018) -
Universal test, treat, and keep: improving ART retention is key in cost-effective HIV control in Uganda
por: McCreesh, Nicky, et al.
Publicado: (2017) -
Improving ART programme retention and viral suppression are key to maximising impact of treatment as prevention – a modelling study
por: McCreesh, Nicky, et al.
Publicado: (2017) -
Bayesian emulation and history matching of JUNE
por: Vernon, I., et al.
Publicado: (2022)