ARIMA-GRNN hybrid model
Using the ARIMA-GRNN hybrid model to predict the incidence of infectious diseases.
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The system contain two parts: the ARIMA model part and the GRNN model part.
Automatic seeking the four parameters of the ARIMA model.
It is easy for the CDC or reseachers to use to assess the disease epidemic situation.
The detail of developing the hybird model was shown in the papaer: : 'Application of a Combined Model with Autoregressive Integrated Moving Average (ARIMA) and Generalized Regression Neural Network (GRNN) in Forecasting Hepatitis Incidence in Heng County, China' PMCID: PMC4892637 DOI: 10.1371/journal.pone.0156768.
Cite As
Wudi Wei (2026). ARIMA-GRNN hybrid model (https://se.mathworks.com/matlabcentral/fileexchange/61383-arima-grnn-hybrid-model), MATLAB Central File Exchange. Retrieved .
General Information
- Version 1.0.0.0 (1.16 MB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
| Version | Published | Release Notes | Action |
|---|---|---|---|
| 1.0.0.0 |
