Inference in epidemiological agent-based models using ensemble-based data assimilation

To represent the complex individual interactions in the dynamics of disease spread informed by data, the coupling of an epidemiological agent-based model with the ensemble Kalman filter is proposed. The statistical inference of the propagation of a disease by means of ensemble-based data assimilatio...

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Detalles Bibliográficos
Autores principales: Cocucci, Tadeo Javier, Pulido, Manuel, Aparicio, Juan Pablo, Ruíz, Juan, Simoy, Mario Ignacio, Rosa, Santiago
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8896713/
https://www.ncbi.nlm.nih.gov/pubmed/35245337
http://dx.doi.org/10.1371/journal.pone.0264892

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8896713/
https://www.ncbi.nlm.nih.gov/pubmed/35245337
http://dx.doi.org/10.1371/journal.pone.0264892

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