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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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Dettagli Bibliografici
Pubblicato in:J R Stat Soc Ser C Appl Stat
Autori principali: Andrianakis, I., Vernon, I., McCreesh, N., McKinley, T. J., Oakley, J. E., Nsubuga, R. N., Goldstein, M., White, R. G.
Natura: Artigo
Lingua:Inglês
Pubblicazione: John Wiley and Sons Inc. 2016
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Accesso online: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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