English

Limit Theorems for Multifractal Products of Geometric Stationary Processes

Probability 2015-05-12 v2

Abstract

We investigate the properties of multifractal products of geometric Gaussian processes with possible long-range dependence and geometric Ornstein-Uhlenbeck processes driven by L\'{e}vy motion and their finite and infinite superpositions. We present the general conditions for the LqL_q convergence of cumulative processes to the limiting processes and investigate their qq-th order moments and R\'{e}nyi functions, which are nonlinear, hence displaying the multifractality of the processes as constructed. We also establish the corresponding scenarios for the limiting processes, such as log-normal, log-gamma, log-tempered stable or log-normal tempered stable scenarios.

Keywords

Cite

@article{arxiv.1110.2428,
  title  = {Limit Theorems for Multifractal Products of Geometric Stationary Processes},
  author = {Denis Denisov and Nikolai Leonenko},
  journal= {arXiv preprint arXiv:1110.2428},
  year   = {2015}
}

Comments

41 pages(some errors and misprints are corrected)