Modeling and forecasting of COVID-19 from the context of Ghana

被引:0
作者
Mohammed, Jamal [1 ]
Al Khatib, Abdullah Mohammed Ghazi [2 ]
Mishra, Pradeep [3 ]
Adjei, Prince [1 ]
Singh, Pankaj Kumar [4 ]
Priya, S. R. Krishan [5 ]
Das, Soumitra S. [6 ]
机构
[1] Koforidua Tech Univ, Fac Business & Management Studies, Dept Gen Liberal Studies, Koforidua, Ghana
[2] Damascus Univ, Fac Econ, Dept Banking & Insurance, Damascus, Syria
[3] Powarkheda Jawaharlal Nehru Krishi Vishwa Vidyala, Coll Agr, Jabalpur, Madhya Pradesh, India
[4] RD Engn Coll, Ghazibad, UP, India
[5] PSG Coll Arts & Sci, Coimbatore, Tamil Nadu, India
[6] Birsa Agr Univ, Kanke, Jharkhand, India
来源
AFRICAN REVIEW OF ECONOMICS AND FINANCE-AREF | 2021年 / 13卷 / 02期
关键词
Forecasting; Modeling; ARIMA; SARIMA; Covid-19; Ghana;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
Developing countries have had their share regarding the spread and effect of Coronavirus (COVID-19) and Ghana is no exception. We have used the data on new deaths, total deaths, total cases, new cases, collected on a daily basis from 13th March 2020 to 30th September 2020, obtained from the Ghana Health Services. We then considered appropriate time series models. This has provided robust results to help make an informed decision towards the future. The forecasted results (from the best fitted models) reveals adecrease in an amount of 174-88 in the daily new cases by flowing a linear trend, which also leads to decrease in total cases by following the same trend (from 46600 to 44942 in numbers) during the period 1-10-2020 to 10-10-2020. The government of Ghana should strictly enforce protocols established to curb COVID-19 in Ghana, encourage social distancing and other COVID-19 prevention protocols to reduce the spread of COVID-19 new cases and deaths.
引用
收藏
页码:124 / 141
页数:18
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