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The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea

In this paper, we propose the daily computed weighted averaging basic reproduction number [Formula: see text] for Middle East respiratory syndrome coronavirus (MERS-CoV) outbreak in South Korea, May to July 2015. We use an SIR model with piecewise constant parameters [Formula: see text] (contact rat...

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Detalles Bibliográficos
Autores principales: Jeong, Darae, Lee, Chang Hyeong, Choi, Yongho, Kim, Junseok
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126530/
https://www.ncbi.nlm.nih.gov/pubmed/32288098
http://dx.doi.org/10.1016/j.physa.2016.01.072
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author Jeong, Darae
Lee, Chang Hyeong
Choi, Yongho
Kim, Junseok
author_facet Jeong, Darae
Lee, Chang Hyeong
Choi, Yongho
Kim, Junseok
author_sort Jeong, Darae
collection PubMed
description In this paper, we propose the daily computed weighted averaging basic reproduction number [Formula: see text] for Middle East respiratory syndrome coronavirus (MERS-CoV) outbreak in South Korea, May to July 2015. We use an SIR model with piecewise constant parameters [Formula: see text] (contact rate) and [Formula: see text] (removed rate). We use the explicit Euler’s method for the solution of the SIR model and a nonlinear least-square fitting procedure for finding the best parameters. In [Formula: see text] , the parameters [Formula: see text] , [Formula: see text] , and [Formula: see text] denote days from a reference date, the number of days in averaging, and a weighting factor, respectively. We perform a series of numerical experiments and compare the results with the real-world data. In particular, using the predicted reproduction number based on the previous two consecutive reproduction numbers, we can predict the future behavior of the reproduction number.
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spelling pubmed-71265302020-04-08 The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea Jeong, Darae Lee, Chang Hyeong Choi, Yongho Kim, Junseok Physica A Article In this paper, we propose the daily computed weighted averaging basic reproduction number [Formula: see text] for Middle East respiratory syndrome coronavirus (MERS-CoV) outbreak in South Korea, May to July 2015. We use an SIR model with piecewise constant parameters [Formula: see text] (contact rate) and [Formula: see text] (removed rate). We use the explicit Euler’s method for the solution of the SIR model and a nonlinear least-square fitting procedure for finding the best parameters. In [Formula: see text] , the parameters [Formula: see text] , [Formula: see text] , and [Formula: see text] denote days from a reference date, the number of days in averaging, and a weighting factor, respectively. We perform a series of numerical experiments and compare the results with the real-world data. In particular, using the predicted reproduction number based on the previous two consecutive reproduction numbers, we can predict the future behavior of the reproduction number. Elsevier B.V. 2016-06-01 2016-02-02 /pmc/articles/PMC7126530/ /pubmed/32288098 http://dx.doi.org/10.1016/j.physa.2016.01.072 Text en Copyright © 2016 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Article
Jeong, Darae
Lee, Chang Hyeong
Choi, Yongho
Kim, Junseok
The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea
title The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea
title_full The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea
title_fullStr The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea
title_full_unstemmed The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea
title_short The daily computed weighted averaging basic reproduction number [Formula: see text] for MERS-CoV in South Korea
title_sort daily computed weighted averaging basic reproduction number [formula: see text] for mers-cov in south korea
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7126530/
https://www.ncbi.nlm.nih.gov/pubmed/32288098
http://dx.doi.org/10.1016/j.physa.2016.01.072
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