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

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...

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Bibliografiska uppgifter
Huvudupphovsmän: Andrés Ríos-Gutiérrez, Soledad Torres, Viswanathan Arunachalam
Materialtyp: Artikel
Språk:English
Publicerad: Public Library of Science (PLoS) 2023-01-01
Serie:PLoS ONE
Länkar:https://doi.org/10.1371/journal.pone.0285624
Beskrivning
Sammanfattning: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.
ISSN:1932-6203