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A new grey quadratic polynomial model and its application in the COVID-19 in China

Authors :
Jianbo Zhang
Zeyou Jiang
Source :
Scientific Reports, Vol 11, Iss 1, Pp 1-27 (2021), Scientific Reports
Publication Year :
2021
Publisher :
Nature Portfolio, 2021.

Abstract

This paper develops a new grey prediction model with quadratic polynomial term. Analytical expressions of the time response function and the restored values of the new model are derived by using grey model technique and mathematical tools. With observations of the confirmed cases, the death cases and the recovered cases from COVID-19 in China at the early stage, the proposed forecasting model is developed. The computational results demonstrate that the new model has higher precision than the other existing prediction models, which show the grey model has high accuracy in the forecasting of COVID-19.

Details

Language :
English
ISSN :
20452322
Volume :
11
Issue :
1
Database :
OpenAIRE
Journal :
Scientific Reports
Accession number :
edsair.doi.dedup.....19cf33ae03d9e7f021d22ac70deac47f