Passage time and fluctuation calculations for subexponential Lévy processes

Ron Doney, Claudia Klüppelberg, Ross Maller

    Research output: Contribution to journalArticlepeer-review

    5 Citations (Scopus)

    Abstract

    We consider the passage time problem for Lévy processes, emphasising heavy tailed cases. Results are obtained under quite mild assumptions, namely, drift to -∞a.s. of the process, possibly at a linear rate (the finite mean case), but possibly much faster (the infinite mean case), together with subexponential growth on the positive side. Local and functional versions of limit distributions are derived for the passage time itself, as well as for the position of the process just prior to passage, and the overshoot of a high level. A significant connection is made with extreme value theory via regular variation or maximum domain of attraction conditions imposed on the positive tail of the canonical measure, which are shown to be necessary for the kind of convergence behaviour we are interested in.

    Original languageEnglish
    Pages (from-to)1491-1519
    Number of pages29
    JournalBernoulli
    Volume22
    Issue number3
    DOIs
    Publication statusPublished - Aug 2016

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