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An updated estimation approach for SEIR models with stochastic perturbations: Application to COVID-19 data in Bogotá.

Authors :
Ríos-Gutiérrez A
Torres S
Arunachalam V
Source :
PloS one [PLoS One] 2023 Aug 21; Vol. 18 (8), pp. e0285624. Date of Electronic Publication: 2023 Aug 21 (Print Publication: 2023).
Publication Year :
2023

Abstract

This paper studies the updated estimation method for estimating the transmission rate changes over time. The models for the population dynamics under SEIR epidemic models with stochastic perturbations are analysed the dynamics of the COVID-19 pandemic in Bogotá, Colombia. We performed computational experiments to interpret COVID-19 dynamics using actual data for the proposed models. We estimate the model parameters and updated their estimates for reported infected and recovered data.<br />Competing Interests: The authors declare that they have no competing interests.<br /> (Copyright: © 2023 Ríos-Gutiérrez et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)

Details

Language :
English
ISSN :
1932-6203
Volume :
18
Issue :
8
Database :
MEDLINE
Journal :
PloS one
Publication Type :
Academic Journal
Accession number :
37603570
Full Text :
https://doi.org/10.1371/journal.pone.0285624