2 papers
stat.AP2026
Bayesian inference for disease transmission models informed by viral dynamics
Dylan J. Morris, Lauren Kennedy, Andrew J. Black
Infectious disease dynamics operate across multiple biological scales, with within-host viral dynamics being a key driver of between-host transmission. However, while models that e…
stat.ME2025
Gaussian approximations for fast Bayesian inference of partially observed branching processes with applications to epidemiology
Angus Lewis, Antonio Parrella, John Maclean +1
We consider the problem of inference for the states and parameters of a continuous-time multitype branching process from partially observed time series data. Exact inference for th…