Unbiased Bayesian Inference for Population Markov Jump Processes via Random Truncations

Anastasis Georgoulas, Jane Hillston, Guido Sanguinetti

We consider continuous time Markovian processes where populations of individual agents interact stochastically according to kinetic rules. Despite the increasing prominence of such…