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Exact asymptotics of supremum of a stationary Gaussian process over a random interval
Authors:Marek Arendarczyk  Krzysztof D?bicki
Affiliation:
  • Mathematical Institute, University of Wroc?aw, pl. Grunwaldzki 2/4, 50-384 Wroc?aw, Poland
  • Abstract:
    Let {X(t):t∈[0,)} be a centered stationary Gaussian process. We study the exact asymptotics of P(sups∈[0,T]X(s)>u), as u, where T is an independent of {X(t)} nonnegative random variable. It appears that the heaviness of T impacts the form of the asymptotics, leading to three scenarios: the case of integrable T, the case of T having regularly varying tail distribution with parameter λ∈(0,1) and the case of T having slowly varying tail distribution.
    Keywords:primary, 60G15   secondary, 60G70, 68M20
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