Maxima over random time intervals for heavy-tailed compound renewal and Lévy processes

Fuente: arXiv
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Auteurs principaux: Foss, Sergey, Korshunov, Dmitry, Palmowski, Zbigniew
Format: Preprint
Publié: 2023
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author Foss, Sergey
Korshunov, Dmitry
Palmowski, Zbigniew
author_facet Foss, Sergey
Korshunov, Dmitry
Palmowski, Zbigniew
contents We derive subexponential tail asymptotics for the distribution of the maximum of a compound renewal process with linear component and of a Lévy process, both with negative drift, over random time horizon $τ$ that does not depend on the future increments of the process. Our asymptotic results are uniform over the whole class of such random times. Particular examples are given by stopping times and by $τ$ independent of the processes. We link our results with random walk theory.
format Preprint
id arxiv_https___arxiv_org_abs_2303_17315
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle Maxima over random time intervals for heavy-tailed compound renewal and Lévy processes
Foss, Sergey
Korshunov, Dmitry
Palmowski, Zbigniew
Probability
We derive subexponential tail asymptotics for the distribution of the maximum of a compound renewal process with linear component and of a Lévy process, both with negative drift, over random time horizon $τ$ that does not depend on the future increments of the process. Our asymptotic results are uniform over the whole class of such random times. Particular examples are given by stopping times and by $τ$ independent of the processes. We link our results with random walk theory.
title Maxima over random time intervals for heavy-tailed compound renewal and Lévy processes
topic Probability
url https://arxiv.org/abs/2303.17315