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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Bibliographic Details
Main Authors: Ioannis Andrianakis, Ian R Vernon, Nicky McCreesh, Trevelyan J McKinley, Jeremy E Oakley, Rebecca N Nsubuga, Michael Goldstein, Richard G White
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4288726?pdf=render