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...

Полное описание

Библиографические подробности
Главные авторы: Andrés Ríos-Gutiérrez, Soledad Torres, Viswanathan Arunachalam
Формат: Статья
Язык:English
Опубликовано: Public Library of Science (PLoS) 2023-01-01
Серии:PLoS ONE
Online-ссылка:https://doi.org/10.1371/journal.pone.0285624
Описание
Итог: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