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stat.ME2022
Approximating optimal SMC proposal distributions in individual-based epidemic models
Lorenzo Rimella, Christopher Jewell, Paul Fearnhead
Many epidemic models are naturally defined as individual-based models: where we track the state of each individual within a susceptible population. Inference for individual-based m…
stat.ME2022★ 1 cited
Consistent and fast inference in compartmental models of epidemics using Poisson Approximate Likelihoods
Michael Whitehouse, Nick Whiteley, Lorenzo Rimella
Addressing the challenge of scaling-up epidemiological inference to complex and heterogeneous models, we introduce Poisson Approximate Likelihood (PAL) methods. In contrast to the…