Fractal and multifractal time series

JW Kantelhardt - arXiv preprint arXiv:0804.0747, 2008 - arxiv.org
Data series generated by complex systems exhibit fluctuations on many time scales and/or
broad distributions of the values. In both equilibrium and non-equilibrium situations, the …

Multifractal detrended fluctuation analysis of nonstationary time series

JW Kantelhardt, SA Zschiegner… - Physica A: Statistical …, 2002 - Elsevier
We develop a method for the multifractal characterization of nonstationary time series, which
is based on a generalization of the detrended fluctuation analysis (DFA). We relate our …

Effect of nonstationarities on detrended fluctuation analysis

Z Chen, PC Ivanov, K Hu, HE Stanley - Physical review E, 2002 - APS
Detrended fluctuation analysis (DFA) is a scaling analysis method used to quantify long-
range power-law correlations in signals. Many physical and biological signals are “noisy,” …

Nonrenewal spike train statistics: causes and functional consequences on neural coding

O Avila-Akerberg, MJ Chacron - Experimental brain research, 2011 - Springer
Many neurons display significant patterning in their spike trains (eg oscillations, bursting),
and there is accumulating evidence that information is contained in these patterns. In many …

Comparison of detrending methods for fluctuation analysis

A Bashan, R Bartsch, JW Kantelhardt… - Physica A: Statistical …, 2008 - Elsevier
We examine several recently suggested methods for the detection of long-range correlations
in data series based on similar ideas as the well-established Detrended Fluctuation Analysis …

Effect of nonlinear filters on detrended fluctuation analysis

Z Chen, K Hu, P Carpena, P Bernaola-Galvan… - Physical Review E …, 2005 - APS
When investigating the dynamical properties of complex multiple-component physical and
physiological systems, it is often the case that the measurable system's output does not …

Characterization of sleep stages by correlations in the magnitude and sign of heartbeat increments

JW Kantelhardt, Y Ashkenazy, PC Ivanov, A Bunde… - Physical Review E, 2002 - APS
We study correlation properties of the magnitude and the sign of the increments in the time
intervals between successive heartbeats during light sleep, deep sleep, and rapid eye …

Multifractal cross-correlation analysis based on statistical moments

J Wang, P Shang, W Ge - Fractals, 2012 - World Scientific
We introduce a new method, multifractal cross-correlation analysis based on statistical
moments (MFSMXA), to investigate the long-term cross-correlations and cross-multifractality …

Fractal analysis of river flow fluctuations

MS Movahed, E Hermanis - Physica A: Statistical Mechanics and its …, 2008 - Elsevier
We use some fractal analysis methods to study river flow fluctuations. The result of the
Multifractal Detrended Fluctuation Analysis (MF-DFA) shows that there are two crossover …

Effect of extreme data loss on long-range correlated and anticorrelated signals quantified by detrended fluctuation analysis

QDY Ma, RP Bartsch, P Bernaola-Galván… - Physical Review E …, 2010 - APS
Detrended fluctuation analysis (DFA) is an improved method of classical fluctuation analysis
for nonstationary signals where embedded polynomial trends mask the intrinsic correlation …