ON EXTREMAL INDEX OF MAX-STABLE STATIONARY PROCESSES

被引:17
作者
Debicki, Krzysztof [1 ]
Hashorva, Enkelejd [2 ]
机构
[1] Univ Wroclaw, Math Inst, Pl Grunwaldzki 2-4, PL-50384 Wroclaw, Poland
[2] Univ Lausanne, UNIL Dorigny, Batiment Extranef, CH-1015 Lausanne, Switzerland
来源
PROBABILITY AND MATHEMATICAL STATISTICS-POLAND | 2017年 / 37卷 / 02期
基金
瑞士国家科学基金会;
关键词
Extremal index; mean cluster index; Pickands constant; M3; representation; Brown-Resnick stationary; max-stable process; Gaussian process; Levy process; ASYMPTOTIC PROPERTIES; GAUSSIAN-PROCESSES; TIME-SERIES; BOUNDS; DEPENDENCE; CONSTANTS; CLUSTERS;
D O I
10.19195/0208-4147.37.2.6
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
In this contribution we discuss the relation between Pickands-type constants defined for certain Brown-Resnick stationary process W(t); t is an element of R, as H-W(delta) = lim(T ->infinity) T-1E{sup(t is an element of delta Z boolean AND[0;T]) e(W(t))}, delta >= 0 (set 0Z = R if delta = 0) and the extremal index of the associated max-stable stationary process xi W. We derive several new formulas and obtain lower bounds for H-W(delta) if W is a Gaussian or a Levy process. As a by-product we show an interesting relation between Pickands constants and lower tail probabilities for fractional Brownian motions.
引用
收藏
页码:299 / 317
页数:19
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