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A filtering approach for statistical inference in a stochastic SIR model with an application to Covid-19 data

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In this paper, we consider a discrete-time stochastic SIR model, where the transmission rate and the number of infectious individuals are random and unobservable. This model accounts for random fluctuations in infectiousness and for non-detected infections. Th... ...