In this article we obtain rates of convergence to equilibrium of marked Hawkes processes in two situations. Firstly, the stationary process is the empty process, in which case we speak of the rate of extinction. Secondly, the stationary process is the unique stationary and nontrivial marked Hawkes process, in which case we speak of the rate of installation. The first situation models small epidemics, whereas the results in the second case are useful in deriving stopping rules for simulation algorithms of Hawkes processes with random marks.

Rate of convergence to equilibrium of marked Hawkes processes / P., Bremaud; Nappo, Giovanna; G. L., Torrisi. - In: JOURNAL OF APPLIED PROBABILITY. - ISSN 0021-9002. - STAMPA. - 39:1(2002), pp. 123-136. [10.1239/jap/1019737993]

Rate of convergence to equilibrium of marked Hawkes processes

NAPPO, Giovanna;
2002

Abstract

In this article we obtain rates of convergence to equilibrium of marked Hawkes processes in two situations. Firstly, the stationary process is the empty process, in which case we speak of the rate of extinction. Secondly, the stationary process is the unique stationary and nontrivial marked Hawkes process, in which case we speak of the rate of installation. The first situation models small epidemics, whereas the results in the second case are useful in deriving stopping rules for simulation algorithms of Hawkes processes with random marks.
2002
branching processes; convergence in variation; hawkes processes; point processes; renewal theory; stochastic intensity; stochastic simulation
01 Pubblicazione su rivista::01a Articolo in rivista
Rate of convergence to equilibrium of marked Hawkes processes / P., Bremaud; Nappo, Giovanna; G. L., Torrisi. - In: JOURNAL OF APPLIED PROBABILITY. - ISSN 0021-9002. - STAMPA. - 39:1(2002), pp. 123-136. [10.1239/jap/1019737993]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/74777
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