The Hausdorff dimension of multivariate operator-self-similar Gaussian random fields

被引:8
|
作者
Soenmez, Ercan [1 ]
机构
[1] Heinrich Heine Univ Dusseldorf, Math Inst, Univ Str 1, D-40225 Dusseldorf, Germany
关键词
Fractional random fields; Gaussian random fields; Operator-self-similarity; Modulus of continuity; Hausdorff dimension; FRACTIONAL BROWNIAN MOTIONS;
D O I
10.1016/j.spa.2017.05.003
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 {X(t) : t is an element of R-d} be a multivariate operator-self-similar random field with values in R-m. Such fields were introduced in [22] and satisfy the scaling property {X(c(E)t) : t is an element of R-d} =(d) {c(D)X(t) : t is an element of R-d} for all c > 0, where E is a d x d real matrix and D is an m x m real matrix. We solve an open problem in [22] by calculating the Hausdorff dimension of the range and graph of a trajectory over the unit cube K = [0, 1](d) in the Gaussian case. In particular, we enlighten the property that the Hausdorff dimension is determined by the real parts of the eigenvalues of E and D as well as the multiplicity of the eigenvalues of E and D. (C) 2017 Elsevier B.V. All rights reserved.
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页码:426 / 444
页数:19
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