Table 1 Mathematical Models for Epidemiological and Economic Processes. Source: [1, 3, 13, 14]
From: Modelling epidemiological and economics processes – the case of cervical cancer
Bio-mathematics | Economics |
|---|---|
• Statistical models o Regression o ML algorithms • Mathematical models o Deterministic models ▪ Ordinary Differential Equations ▪ Difference equations ▪ Partial Differential Equations o Stochastic models ▪ Stochastic differential equations ▪ Markov models • Simulation-based models o individual-based models ▪ cellular automata models ▪ agent-based models ▪ Discrete Event Simulation o population-based models | • Statistical models o Econometrics o Machine learning • Models of Operations Research o Optimizing models ▪ Linear Programming ▪ Game Theory ▪ Decision Trees ▪ Infinitesimal calculus o Prognostic Models ▪ Markov models ▪ System Dynamic Models ▪ Network techniques (e. g. CPM, MPM, PERT) o Simulation Models ▪ Simulation i. n. s ▪ Simulation i. b. s |