2 papers
stat.ME2024
Sequential Bayesian inference for stochastic epidemic models of cumulative incidence
Sam A. Whitaker, Andrew Golightly, Colin S. Gillespie +1
Epidemics are inherently stochastic, and stochastic models provide an appropriate way to describe and analyse such phenomena. Given temporal incidence data consisting of, for examp…
stat.CO2023
Accelerating Bayesian inference for stochastic epidemic models using incidence data
Andrew Golightly, Laura E. Wadkin, Sam A. Whitaker +3
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 t…