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

Authors :
Zhang, Jianbo
Jiang, Zeyou
Source :
Scientific Reports; 6/15/2021, Vol. 11 Issue 1, p1-27, 27p
Publication Year :
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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20452322
Volume :
11
Issue :
1
Database :
Complementary Index
Journal :
Scientific Reports
Publication Type :
Academic Journal
Accession number :
150935069
Full Text :
https://doi.org/10.1038/s41598-021-91970-1