This analysis establishes convergence of supercritical Hawkes processes with a power law kernel, highlighting implications for their asymptotic behavior.
In this paper, we establish the asymptotic behavior of { supercritical} nearly unstable Hawkes processes with a power law kernel. We find that, the Hawkes process in our context admits a similar equation to that in {MR3563196} for { subcritical} case. In particular, the rescaled Hawkes process (Zⁿₙₜ/n2α)t∈[0,1] converges in law to a kind of integrated fractional Cox Ingersoll Ross process with different coefficients from that in {MR3563196}, as n tends to infinity.
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Xu et al. (2025) studied this question.
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