Exact Bayesian inference for diffusion driven Cox processes

Flavio B. Gonçalves, Krzysztof G. Łatuszyński, Gareth O. Roberts

In this paper, we present a novel methodology to perform Bayesian inference for Cox processes in which the intensity function is driven by a diffusion process. The novelty lies in…