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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,...

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Detalhes bibliográficos
Publicado no:J R Stat Soc Ser C Appl Stat
Main Authors: Andrianakis, I., Vernon, I., McCreesh, N., McKinley, T. J., Oakley, J. E., Nsubuga, R. N., Goldstein, M., White, R. G.
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5516248/
https://ncbi.nlm.nih.gov/pubmed/28781386
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssc.12198
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