Parameter estimation of stochastic SIR model driven by small L\'{e}vy noise with time-dependent periodic transmission

We investigate the parameter estimation and prediction of two forms of the stochastic SIR model driven by small L\'{e}vy noise with time-dependent periodic transmission. We present consistency and rate of convergence results for the least-squares estimators. We include simulation studies using the method of projected gradient descent.