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A new grey quadratic polynomial model and its application in the COVID-19 in China
- 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.
- Subjects :
- China
2019-20 coronavirus outbreak
Coronavirus disease 2019 (COVID-19)
Science
Diseases
01 natural sciences
Article
010305 fluids & plasmas
Engineering
Time response
0103 physical sciences
Humans
Applied mathematics
010301 acoustics
Mathematics
Models, Statistical
Multidisciplinary
Analytical expressions
COVID-19
Reproducibility of Results
Function (mathematics)
Quadratic function
Models, Theoretical
Term (time)
Medicine
Predictive modelling
Forecasting
Subjects
Details
- Language :
- English
- ISSN :
- 20452322
- Volume :
- 11
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....19cf33ae03d9e7f021d22ac70deac47f