Forecasting Covid-19 New Cases in Niger

Abstract

In this study, the ANN approach was applied to analyze COVID-19 new cases in Niger. The employed data covers the period 1 January 2020 – 25 March 2021 and the out-of-sample period ranges over the period 26 March – 31 July 2021. The residuals and forecast evaluation criteria (Error, MSE and MAE) of the applied model indicate that the model is quite stable. The results of the study indicate that the pandemic may disappear in Niger over the out-of-sample period. Amongst other suggested policy directions, there is need for the government of Niger to ensure adherence to safety guidelines while continuing to create awareness about the COVID-19 pandemic.

Country : Zimbabwe

1 Dr. Smartson. P. NYONI2 Mr. Thabani NYONI3 Mr. Tatenda. A. CHIHOHO

  1. ZICHIRe Project, University of Zimbabwe, Harare, Zimbabwe
  2. SAGIT Innovation Center, Harare, Zimbabwe
  3. Independent Health Economist, Harare, Zimbabwe

IRJIET, Volume 5, Issue 6, June 2021 pp. 539-544

doi.org/10.47001/IRJIET/2021.506094

References

  1. International Rescue Committee (2020). ‘COVID-19 in humanitarian crises: a double emergency’, Report, 9 April 2020. Available at: https://www.rescue.org/sites/default/files/document/4693/covid-19-doubleemergency-april2020.pdf.
  2. John’s Hopkins (2020). Johns Hopkins University & Medecine, Coronavirus Resource Center, Niger. Available at: https://coronavirus.jhu. Edu/region/niger.
  3. OECD/SWAC (2020), “When a Global Virus Confronts Local Realities: Coronavirus (COVID-19) in West Africa”.
  4. Olivier Marbot (2020). « Nombre de lits de réanimation et de respirateurs: où en est l’Afrique? », Jeune Afrique, 9 April 2020. Available at https://www.jeuneafrique.com/924087/societe/nombre-de-lits-de-reanimation-et-de-respirateur
  5. Rida Lyammouri & Nihal Aicha El Mquirm (2020). IMPACT OF COVID-19 IN CENTRAL SAHEL: NIGER, MALI, AND BURKINA FASO, POLICY BRIEF, Policy Center for the New South, pp 2-14.
  6. World Bank ((2017). REPUBLIC OF NIGER PRIORITIES FOR ENDING POVERTY AND BOOSTING SHARED PROSPERITY SYSTEMATIC COUNTRY DIAGNOSTIC Report No. 115661-NE, pp 1-26.
  7. World Bank (2020). Retrieved from https://data.worldbank.org/indicator/SH.MED.BEDS.ZS
  8. World Health Organization (2020). Global Health Observatory data repository, available at https://apps.who.int/gho// data/view.main.30000.