Scalable Bayesian Inference for Population Markov Jump Processes

Iker Perez, Theodore Kypraios

Bayesian inference for Markov jump processes (MJPs) where available observations relate to either system states or jumps typically relies on data-augmentation Markov Chain Monte Ca…