ON LONG-RANGE DEPENDENCE OF RANDOM MEASURES

被引:0
|
作者
Vasata, Daniel [1 ]
机构
[1] Czech Tech Univ, Fac Informat Technol, Dept Appl Math, Thakurova 9, CZ-16000 Prague, Czech Republic
关键词
Long-range dependence; random measure; Bartlett spectrum; MODELS;
D O I
10.1017/apr.2016.72
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
This paper deals with long-range dependence of random measures on R-d. By examples, it is demonstrated that one must be careful in order to define it consistently. Therefore, we define long-range dependence by a rather specific second-order condition and provide an equivalent formulation involving the asymptotic behaviour of the Bartlett spectrum near the origin. Then it is shown that the defining condition may be formulated less strictly when the additional isotropy assumption holds. Finally, we present an example of a long-range dependent random measure based on the 0-level excursion set of a Gaussian random field for which the corresponding spectral density and its asymptotics are explicitly derived.
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页码:1235 / 1255
页数:21
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