Ruin probability for Gaussian integrated processes

被引:71
作者
Debicki, K
机构
[1] CWI, NL-1090 GB Amsterdam, Netherlands
[2] Univ Wroclaw, Inst Math, PL-50384 Wroclaw, Poland
关键词
exact asymptotics; extremes; fractional Brownian motion; Gaussian process; logarithmic asymptotics; Pickands constants;
D O I
10.1016/S0304-4149(01)00143-0
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Pickands constants play an important role in the exact asymptotic of extreme values for Gaussian stochastic processes. By the generalized Pickands constant A, we mean the limit [GRAPHICS] where H-eta(T) = E exp(max(tis an element of[0,T]) (root2eta(t) - sigma(eta)(2)(t))) and eta(t) is a centered Gaussian process with stationary increments and variance function sigma(eta)(2)(t). Under some mild conditions on sigma(eta)(2)(t) we prove that H-eta is well defined and we give a comparison criterion for the generalized Pickands constants. Moreover we prove a theorem that extends result of Pickands for certain stationary Gaussian processes. As an application we obtain the exact asymptotic behavior of psi(u) = P(sup(tgreater than or equal to0) zeta(t) - ct > u) as u --> infinity where zeta(x) = f(0)(x) Z(s) ds and Z(s) is a stationary centered Gaussian process with covariance function R(t) fulfilling some integrability conditions. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:151 / 174
页数:24
相关论文
共 15 条
[1]  
BINGHAM N. H., 1989, Regular variation
[2]   A GAUSSIAN FLUID MODEL [J].
DEBICKI, K ;
ROLSKI, T .
QUEUEING SYSTEMS, 1995, 20 (3-4) :433-452
[3]   A note on LDP for supremum of Gaussian processes over infinite horizon [J].
Debicki, K .
STATISTICS & PROBABILITY LETTERS, 1999, 44 (03) :211-219
[4]  
DEBICKI K, 2000, S PERF MOD INF COMM
[5]   Extremes of a certain class of Gaussian processes [J].
Hüsler, J ;
Piterbarg, V .
STOCHASTIC PROCESSES AND THEIR APPLICATIONS, 1999, 83 (02) :257-271
[6]  
Ibragimov IA, 1971, INDEPENDENT STATIONA
[7]  
Kulkarni V., 1994, PROBAB ENG INFORM SC, V8, P403
[8]  
MASSOULIE L, 1997, LARGE BUFFER ASYMPTO
[9]  
Narayan O., 1998, Adv. Perform. Anal, V1, P39
[10]   A STORAGE MODEL WITH SELF-SIMILAR INPUT [J].
NORROS, I .
QUEUEING SYSTEMS, 1994, 16 (3-4) :387-396