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Numerical convergence of some stochastic compartmental models in epidemiology
Acte de colloque   Open Access

Numerical convergence of some stochastic compartmental models in epidemiology

Stefana Fandresena Tsilefa, Solym Mawaki Manou-Abi et Angelo Raherinirina
CARI 2022 (Tunis, Tunisia, 04/10/2022)

Résumé

Stochastic epidemic model Pure jump Markov chain Poisson process Itô's integral
We propose a numerical study to analyse the convergence of some stochastic models including some parameter estimation using classical estimation procedure. We illustrate the convergence of a continuous time Markov chain, a Poisson stochastic model, to a deterministic model. Simulations highlight the differences in the speed of convergence of the stochastic models considered. We end with a discussion on some forthcoming theoretical developments.

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