Limit theorem for maximum of the storage process with fractional Brownian motion as input

被引:30
|
作者
Hüsler, J [1 ]
Piterbarg, V [1 ]
机构
[1] Univ Bern, Dept Math & Stat, CH-3095 Bern, Switzerland
关键词
storage process; maximum; limit distribution; fractional Brownian motion; dense grid;
D O I
10.1016/j.spa.2004.07.002
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
The maximum M-T of the storage process Y(t) = sup(sgreater than or equal tot)(X(s) - X(t) - c(s - t)) in the interval [0, 7] is dealt with, in particular, for growing interval length T. Here X(s) is a fractional Brownian motion with Hurst parameter, 0<H<1. For fixed T the asymptotic behaviour Of MT was analysed by Piterbarg (Extremes 4(2) (2001) 147) by determining an approximation for the probability P{M-T > u} for u --> infinity. Using this expression the convergence P{M-T < u(T)(x)} --> G(x) as T --> infinity is derived where u(T)(x) --> infinity is a suitable normalization and G(x) = exp(-exp(-x)) the Gumbel distribution. Also the relation to the maximum of the process on a dense grid is analysed. (C) 2004 Elsevier B.V. All rights reserved.
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页码:231 / 250
页数:20
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