Table 1 Overview of data-driven and mechanism-driven models for epidemic modelling
From: MODELS: a six-step framework for developing an infectious disease model
Data-driven models | |
| Â | Â Time regression model |
| Â | Â Logistic differential equation model |
| Â | Â Chart controlling method |
| Â | Â ARIMA |
| Â | Â Monte Carlo algorithm model |
| Â | Â Grey theory model |
| Â | Â Neural network model |
| Â | Â Others |
Mechanism-driven models | |
| Â | Â Ordinary differential equations |
| Â | Â Stochastic individual- or agent-based modelling |
| Â | Â Others |