Extremes of threshold-dependent Gaussian processes

In this paper, we are concerned with the asymptotic behavior, as u → ∞ , of P { s u p t ∈ [ 0 , T ] X u ( t ) > u } , where X u ( t ) , t ∈ [ 0 , T ] , u > 0 is a family of centered Gaussian processes with continuous trajectories. A key application of our findings concerns P { s u p t ∈ [ 0 ,...

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Veröffentlicht in:Science China. Mathematics 2018-11, Vol.61 (11), p.1971-2002
Hauptverfasser: Bai, Long, Dȩbicki, Krzysztof, Hashorva, Enkelejd, Ji, Lanpeng
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container_end_page 2002
container_issue 11
container_start_page 1971
container_title Science China. Mathematics
container_volume 61
creator Bai, Long
Dȩbicki, Krzysztof
Hashorva, Enkelejd
Ji, Lanpeng
description In this paper, we are concerned with the asymptotic behavior, as u → ∞ , of P { s u p t ∈ [ 0 , T ] X u ( t ) > u } , where X u ( t ) , t ∈ [ 0 , T ] , u > 0 is a family of centered Gaussian processes with continuous trajectories. A key application of our findings concerns P { s u p t ∈ [ 0 , T ] ( X ( t ) + g ( t ) ) > u } , as u → ∞ , for X a centered Gaussian process and g some measurable trend function. Further applications include the approximation of both the ruin time and the ruin probability of the Brownian motion risk model with constant force of interest.
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subjects Applications of Mathematics
Asymptotic properties
Brownian motion
Gaussian process
Mathematics
Mathematics and Statistics
title Extremes of threshold-dependent Gaussian processes
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