English

Pickands-Piterbarg constants for self-similar Gaussian processes

Probability 2019-03-11 v2

Abstract

For a centered self-similar Gaussian process {Y(t):t[0,)}\{Y(t):t\in[0,\infty)\} and R0R\ge0 we analyze asymptotic behaviour of HYR(T)  =  Eexp(supt[0,T]2Y(t)(1+R)σY2(t)), \mathcal{H}_Y^R(T) \; = \; \mathbf{E} \exp \left( \sup_{t \in [0,T]} \sqrt{2} Y(t) - (1+R) \sigma_Y^2(t) \right), as TT\to\infty. We prove that HYR=limTHYR(T)(0,)\mathcal{H}_Y^R=\lim_{T\to\infty} \mathcal{H}_Y^R(T)\in(0,\infty) for R>0R>0 and HY=limTHY0(T)Tγ(0,)\mathcal{H}_Y=\lim_{T\to\infty} \frac{\mathcal{H}_Y^0(T)}{T^\gamma}\in(0,\infty) for suitably chosen γ>0\gamma>0. Additionally, we find bounds for HYR\mathcal{H}_Y^R, R>0R>0 and a surprising relation between HY\mathcal{H}_Y and classical Pickands constants.

Cite

@article{arxiv.1902.11240,
  title  = {Pickands-Piterbarg constants for self-similar Gaussian processes},
  author = {Krzysztof Dȩbicki and Kamil Tabiś},
  journal= {arXiv preprint arXiv:1902.11240},
  year   = {2019}
}

Comments

19 pages

R2 v1 2026-06-23T07:54:33.520Z