STABILITY OF NONLINEAR HAWKES PROCESSES

Citation
P. Bremaud et L. Massoulie, STABILITY OF NONLINEAR HAWKES PROCESSES, Annals of probability, 24(3), 1996, pp. 1563-1588
Citations number
18
Categorie Soggetti
Statistic & Probability","Statistic & Probability
Journal title
ISSN journal
00911798
Volume
24
Issue
3
Year of publication
1996
Pages
1563 - 1588
Database
ISI
SICI code
0091-1798(1996)24:3<1563:SONHP>2.0.ZU;2-8
Abstract
We address the problem of the convergence to equilibrium of a general class of point processes, containing, in particular, the nonlinear mut ually exciting point processes, an extension of the linear Hawkes proc esses, and give general conditions guaranteeing the existence of a sta tionary version and the convergence to equilibrium of a nonstationary version, both in distribution and in variation. We also give a new pro of of a result of Kerstan concerning point processes with bounded inte nsity and general nonlinear dynamics satisfying a Lipschitz condition.