Simulation and Analysis Methods for Stochastic Compartmental Epidemic Models,Annual Review of Statistics and Its Application

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Simulation and Analysis Methods for Stochastic Compartmental Epidemic Models
Annual Review of Statistics and Its Application ( IF 7.4 ) Pub Date : 2021-03-08 , DOI: 10.1146/annurev-statistics-061120-034438
Tapiwa Ganyani ₁ , Christel Faes ₁ , Niel Hens _{1,

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Affiliation

This article considers simulation and analysis of incidence data using stochastic compartmental models in well-mixed populations. Several simulation approaches are described and compared. Thereafter, we provide an overview of likelihood estimation for stochastic models. We apply one such method to a real-life outbreak data set and compare models assuming different kinds of stochasticity. We also give references for other publications where detailed information on this topic can be found.

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