Cargando…

Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization

This study modelled the reported daily cumulative confirmed, discharged and death Coronavirus disease 2019 (COVID-19) cases using six econometric models in simple, quadratic, cubic and quartic forms and an autoregressive integrated moving average (ARIMA) model. The models were compared employing R-s...

Descripción completa

Detalles Bibliográficos
Autores principales: Nwosu, Ugochinyere Ihuoma, Obite, Chukwudi Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier B.V. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837195/
https://www.ncbi.nlm.nih.gov/pubmed/33520627
http://dx.doi.org/10.1016/j.rinp.2020.103763
_version_ 1783642912061390848
author Nwosu, Ugochinyere Ihuoma
Obite, Chukwudi Paul
author_facet Nwosu, Ugochinyere Ihuoma
Obite, Chukwudi Paul
author_sort Nwosu, Ugochinyere Ihuoma
collection PubMed
description This study modelled the reported daily cumulative confirmed, discharged and death Coronavirus disease 2019 (COVID-19) cases using six econometric models in simple, quadratic, cubic and quartic forms and an autoregressive integrated moving average (ARIMA) model. The models were compared employing R-squared and Root Mean Square Error (RMSE). The best model was used to forecast confirmed, discharged and death COVID-19 cases for October 2020 to February 2021. The predicted number of confirmed and death COVID-19 cases are alarming. Good planning and innovative approaches are required to prevent the forecasted alarming infection and death in Ivory Coast. The applications of findings of this study will ensure that the COVID-19 does not crush the Ivory Coast’s health, economic, social and political systems.
format Online
Article
Text
id pubmed-7837195
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher The Authors. Published by Elsevier B.V.
record_format MEDLINE/PubMed
spelling pubmed-78371952021-01-26 Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization Nwosu, Ugochinyere Ihuoma Obite, Chukwudi Paul Results Phys Article This study modelled the reported daily cumulative confirmed, discharged and death Coronavirus disease 2019 (COVID-19) cases using six econometric models in simple, quadratic, cubic and quartic forms and an autoregressive integrated moving average (ARIMA) model. The models were compared employing R-squared and Root Mean Square Error (RMSE). The best model was used to forecast confirmed, discharged and death COVID-19 cases for October 2020 to February 2021. The predicted number of confirmed and death COVID-19 cases are alarming. Good planning and innovative approaches are required to prevent the forecasted alarming infection and death in Ivory Coast. The applications of findings of this study will ensure that the COVID-19 does not crush the Ivory Coast’s health, economic, social and political systems. The Authors. Published by Elsevier B.V. 2021-01 2020-12-24 /pmc/articles/PMC7837195/ /pubmed/33520627 http://dx.doi.org/10.1016/j.rinp.2020.103763 Text en © 2021 The Authors 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
Nwosu, Ugochinyere Ihuoma
Obite, Chukwudi Paul
Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization
title Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization
title_full Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization
title_fullStr Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization
title_full_unstemmed Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization
title_short Modeling Ivory Coast COVID-19 cases: Identification of a high-performance model for utilization
title_sort modeling ivory coast covid-19 cases: identification of a high-performance model for utilization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837195/
https://www.ncbi.nlm.nih.gov/pubmed/33520627
http://dx.doi.org/10.1016/j.rinp.2020.103763
work_keys_str_mv AT nwosuugochinyereihuoma modelingivorycoastcovid19casesidentificationofahighperformancemodelforutilization
AT obitechukwudipaul modelingivorycoastcovid19casesidentificationofahighperformancemodelforutilization