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Predictive accuracy of particle filtering in dynamic models supporting outbreak projections

BACKGROUND: While a new generation of computational statistics algorithms and availability of data streams raises the potential for recurrently regrounding dynamic models with incoming observations, the effectiveness of such arrangements can be highly subject to specifics of the configuration (e.g.,...

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Detalles Bibliográficos
Autores principales: Safarishahrbijari, Anahita, Teyhouee, Aydin, Waldner, Cheryl, Liu, Juxin, Osgood, Nathaniel D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5615804/
https://www.ncbi.nlm.nih.gov/pubmed/28950831
http://dx.doi.org/10.1186/s12879-017-2726-9