Fine regularity of Levy processes and linear (multi) fractional stable motion

被引:15
|
作者
Balanca, Paul [1 ]
机构
[1] Ecole Cent Paris, Paris, France
来源
ELECTRONIC JOURNAL OF PROBABILITY | 2014年 / 19卷
关键词
2-microlocal analysis; Holder regularity; multifractal spectrum; oscillating singularities; Levy processes; linear fractional stable motion; TIME-DOMAIN CHARACTERIZATION; SINGULARITY SPECTRUM; HAUSDORFF DIMENSION; PATH PROPERTIES; SETS;
D O I
10.1214/EJP.v19-3393
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 work, we investigate the fine regularity of Levy processes using the 2-microlocal formalism. This framework allows us to refine the multifractal spectrum determined by Jaffard and, in addition, study the oscillating singularities of Levy processes. The fractal structure of the latter is proved to be more complex than the classic multifractal spectrum and is determined in the case of alpha-stable processes. As a consequence of these fine results and the properties of the 2-microlocal frontier, we are also able to completely characterise the multifractal nature of the linear fractional stable motion (extension of fractional Brownian motion to alpha-stable measures) in the case of continuous and unbounded sample paths as well. The regularity of its multifractional extension is also presented, indirectly providing an example of a stochastic process with a non-homogeneous and random multifractal spectrum.
引用
收藏
页码:1 / 37
页数:37
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