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Estimation and prediction for a mechanistic model of measles transmission using particle filtering and maximum likelihood estimation

Disease incidence reported directly within health systems frequently reflects a partial observation relative to the true incidence in the population. State‐space models present a general framework for inferring both the dynamics of infectious disease processes and the unobserved burden of disease in...

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Publicado en:Stat Med
Main Authors: Eilertson, Kirsten E., Fricks, John, Ferrari, Matthew J.
Formato: Artigo
Idioma:Inglês
Publicado: John Wiley and Sons Inc. 2019
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6771900/
https://ncbi.nlm.nih.gov/pubmed/31290184
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/sim.8290
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