Literature DB >> 16907064

Generic multifractality in exponentials of long memory processes.

A Saichev1, D Sornette.   

Abstract

We find that multifractal scaling is a robust property of a large class of continuous stochastic processes, constructed as exponentials of long-memory processes. The long memory is characterized by a power law kernel with tail exponent phi+1/2, where phi>0. This generalizes previous studies performed only with phi=0(with a truncation at an integral scale) by showing that multifractality holds over a remarkably large range of dimensionless scales for phi>0. The intermittency multifractal coefficient can be tuned continuously as a function of the deviation phi from 1/2 and of another parameter sigma2 embodying information on the short-range amplitude of the memory kernel, the ultraviolet cutoff ("viscous") scale, and the variance of the white-noise innovations. In these processes, both a viscous scale and an integral scale naturally appear, bracketing the "inertial" scaling regime. We exhibit a surprisingly good collapse of the multifractal spectra zeta(q) on a universal scaling function, which enables us to derive high-order multifractal exponents from the small-order values and also obtain a given multifractal spectrum zeta(q) by different combinations of phi and sigma2.

Entities:  

Year:  2006        PMID: 16907064     DOI: 10.1103/PhysRevE.74.011111

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  2 in total

1.  On the multifractal analysis of air quality index time series before and during COVID-19 partial lockdown: A case study of Shanghai, China.

Authors:  Xing Li
Journal:  Physica A       Date:  2020-11-23       Impact factor: 3.263

2.  Influence of Sub-Daily Variation on Multi-Fractal Detrended Fluctuation Analysis of Wind Speed Time Series.

Authors:  Xianxun Wang; Yadong Mei; Weinan Li; Yanjun Kong; Xiangyu Cong
Journal:  PLoS One       Date:  2016-01-07       Impact factor: 3.240

  2 in total

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