On the Bartlett spectrum of randomized Hawkes processes

Mark Kelbert, Nikolai Leonenko, Vladimir Belitsky

Abstract


We study the Bartlett spectrum of the randomized Hawkes process and demonstrate that it behaves very differently from the case of a classical Hawkes process. In particular, the Bartlett spectrum could have a singularity near the origin which indicates a long-range dependence property.

Keywords


point process, Hawkes process, randomization, Bartlett spectrum, long-range dependence

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ISSN: 1331-0623 (Print), 1848-8013 (Online)