Exact and computationally efficient Bayesian inference for generalized Markov modulated Poisson processes

Flavio B. Gonçalves, Livia M. Dutra, Roger W. C. Silva

Statistical modeling of point patterns is an important and common problem in several areas. The Poisson process is the most common process used for this purpose, in particular, its…