Martin, James; Jasra, Ajay; McCoy, Emma - In: Annals of the Institute of Statistical Mathematics 65 (2013) 3, pp. 413-437
This paper presents a simulation-based framework for sequential inference from partially and discretely observed point process models with static parameters. Taking on a Bayesian perspective for the static parameters, we build upon sequential Monte Carlo methods, investigating the problems of...