On a class of self-similar processes with stationary increments in higher order Wiener chaoses

被引:6
|
作者
Arras, Benjamin [1 ,2 ]
机构
[1] Ecole Cent Paris, F-92295 Chatenay Malabry, France
[2] INRIA Regular team, F-92295 Chatenay Malabry, France
关键词
Self-similar processes; Multiple Wiener-Ito integral; Wavelet expansion; Holder regularity; Hausdorff dimension; EXPANSION; HAUSDORFF; DIMENSIONS;
D O I
10.1016/j.spa.2014.02.012
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
We study a class of self-similar processes with stationary increments belonging to higher order Wiener chaoses which are similar to Hermite processes. We obtain an almost sure wavelet-like expansion of these processes. This allows us to compute the pointwise and local Holder regularity of sample paths and to analyse their behaviour at infinity. We also provide some results on the Hausdorff dimension of the range and graphs of multidimensional anisotropic self-similar processes with stationary increments defined by multiple Wiener-Ito integrals. (C) 2014 Elsevier B.V. All rights reserved.
引用
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页码:2415 / 2441
页数:27
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