A cluster process representation of a self-exciting process
Alan G. Hawkes, David Oakes · Journal of Applied Probability · 1974
It is shown that all stationary self-exciting point processes with finite intensity may be represented as Poisson cluster processes which are age-dependent immigration-birth processes, and their existence is established. This result is used to derive some counting and interval properties of these processes using the probability generating functional.