Non-centering for discrete-valued state transition models: an application to ESBL-producing E. coli transmission in Malawi

James Neill, Rebecca Lester, Winnie Bakali +4

Infectious disease transmission is often modelled by discrete-valued stochastic state-transition processes. Due to a lack of complete data, Bayesian inference for these models ofte…