Multifractal Analysis of Infinite Products of Stationary Jump Processes

Author:

Mannersalo Petteri1ORCID,Norros Ilkka2ORCID,Riedi Rudolf H.34

Affiliation:

1. VTT Technical Research Centre of Finland, P.O. Box 1100, 90571 Oulu, Finland

2. VTT Technical Research Centre of Finland, P.O. Box 1000, 02044 VTT, Finland

3. Department of Statistics, Rice University, MS 138, 6100 Main Street Houston, TX 77251-1892, USA

4. Ecole d'ingénieurs et d'architectes de Fribourg, Bd de Pérolles 80 - CP 32, CH-1705 Fribourg, Switzerland

Abstract

There has been a growing interest in constructing stationary measures with known multifractal properties. In an earlier paper, the authors introduced themultifractal products of stochastic processes(MPSP) and provided basic properties concerning convergence, nondegeneracy, and scaling of moments. This paper considers a subclass of MPSP which is determined by jump processes with i.i.d. exponentially distributed interjump times. Particularly, the information dimension and a multifractal spectrum of the MPSP are computed. As a side result it is shown that the random partitions imprinted naturally by a family of Poisson point processes are sufficient to determine the spectrum in this case.

Publisher

Hindawi Limited

Subject

Statistics and Probability

Reference54 articles.

1. London Mathematical Society Lecture Notes,1989

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Multifractal scenarios for products of geometric Lévy-based stationary models;Stochastic Analysis and Applications;2016-05-31

2. Large deviation spectra based on wavelet leaders;Revista Matemática Iberoamericana;2016

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