Accelerating Bayesian inference for stochastic epidemic models using incidence data

Golightly, Andrew; Wadkin, Laura E.; Whitaker, Sam A.; Baggaley, Andrew W.; Parker, Nick G.; Kypraios, Theodore

doi:10.1007/s11222-023-10311-6

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Accelerating Bayesian inference for stochastic epidemic models using incidence data (2023)
Journal Article
Golightly, A., Wadkin, L. E., Whitaker, S. A., Baggaley, A. W., Parker, N. G., & Kypraios, T. (2023). Accelerating Bayesian inference for stochastic epidemic models using incidence data. Statistics and Computing, 33(6), Article 134. https://doi.org/10.1007/s11222-023-10311-6

We consider the case of performing Bayesian inference for stochastic epidemic compartment models, using incomplete time course data consisting of incidence counts that are either the number of new infections or removals in time intervals of fixed len... Read More about Accelerating Bayesian inference for stochastic epidemic models using incidence data.