Parameter estimation of stochastic SIR model driven by small Lévy noises with time-dependent periodic transmission

We investigate the parameter estimation and forecasting of two forms of the stochastic SIR model driven by small L\'{e}vy noises. We accomplish this by utilizing least squares estimators. We include simulation studies of both forms using the method of projected gradient descent to aid in the parameter estimation.