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 convergence of cumulative processes to the limiting processes and investigate their -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)