Asymptotics of a boundary crossing probability of a Brownian bridge with general trend

被引:16
作者
Bischoff, W
Miller, F
Hashorva, E
Hüsler, J
机构
[1] Univ Karlsruhe, Inst Math Stochast, D-76128 Karlsruhe, Germany
[2] Univ Bern, Inst Math Stat & Versicherungslehre, CH-3012 Bern, Switzerland
关键词
Brownian bridge with trend; boundary crossing probability; asymptotic results; large deviations; signal-plus-noise model; tests of Kolmogorov type;
D O I
10.1023/A:1026242019110
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
Let us consider a signal-plus-noise model yh(z) + B-0(z), z epsilon [0, 1], where gamma > 0, h : [0, 1] --> R, and B-0 is a Brownian bridge. We establish the asymptotics for the boundary crossing probability of the weighted signal-plus-noise model for gamma --> infinity, that is P(sup(zepsilon(0,1)) w(z) (gammah(z) + B-0(z)) > c), for gamma --> infinity, (1) where w : [0, 1] --> [0, infinity) is a weight function and c > 0 is arbitrary. By the large deviation principle one gets a result with a constant which is the solution of a minimizing problem. In this paper we show an asymptotic expansion that is stronger than large deviation. As byproduct of our result we obtain the solution of the minimizing problem occurring in the large deviation expression. It is worth mentioning that the probability considered in (1) appears as power of the weighted Kolmogorov test applied to the test problem H-o : h equivalent to 0 against the altemative K : h > 0 in the signal-plus-noise model.
引用
收藏
页码:271 / 287
页数:17
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