2.7k citations · 3.6k across the 79 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
stat.ME2025
MCMC for State Space models
Paul Fearnhead, Chris Sherlock
A state-space model is a time-series model that has an unobserved latent process from which we take noisy measurements over time. The observations are conditionally independent giv…
stat.ME2025
Scalable calibration of individual-based epidemic models through categorical approximations
Lorenzo Rimella, Nick Whiteley, Chris Jewell +2
Traditional compartmental models capture population-level dynamics but fail to characterize individual-level risk. The computational cost of exact likelihood evaluation for partial…