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…