Power spectra of general shot noises and Hawkes point processes with a random excitation

Citation
P. Brémaud, et L. Massoulié,, Power spectra of general shot noises and Hawkes point processes with a random excitation, Advances in applied probability , 34(1), 2002, pp. 205-222
ISSN journal
00018678
Volume
34
Issue
1
Year of publication
2002
Pages
205 - 222
Database
ACNP
SICI code
Abstract
We give (i) the Cramér power spectral measure of the general shot noise process with random excitation and non-Poisson stationary driving point processes and (ii) the Bartlett power spectral measure of the self-exciting Hawkes point process with random excitation, also called the Hawkes branching point process with random fertility rate. The latter is obtained via the isometry formula for integrals with respect to the canonical martingale measure associated with a marked point process.