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

03/14/2023

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by   Terry Easlick, et al.

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We investigate the parameter estimation and forecasting of two forms of the stochastic SIR model driven by small Lévy 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.