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Adaptation of the COVASIM model to incorporate non-pharmaceutical interventions: Application to the Dominican Republic during the second wave of COVID-19

Authors :
Solares-Hernández Pedro A.
Garibo-i-Orts Òscar
Alberto Conejero J.
Manzano Fernando A.
Source :
Applied Mathematics and Nonlinear Sciences, Vol 8, Iss 2, Pp 2319-2332 (2023)
Publication Year :
2023
Publisher :
Sciendo, 2023.

Abstract

We adapt the Covasim agent-based model for predicting new COVID-19 cases by tuning the transmissibility rate with information on the impact of the most common non-pharmaceutical interventions (NPIs) obtained through machine learning models. Such impact has been estimated thanks to the information on applying pools of NPIs worldwide from the Oxford COVID-19 Government Response Tracker.

Details

Language :
English
ISSN :
24448656
Volume :
8
Issue :
2
Database :
Directory of Open Access Journals
Journal :
Applied Mathematics and Nonlinear Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.9c8c9a572efb40cca53d913c7bb761e6
Document Type :
article
Full Text :
https://doi.org/10.2478/amns.2023.1.00413