Quantifying signals with power-law correlations: A comparative study of detrended fluctuation analysis and detrended moving average techniques

L Xu, PC Ivanov, K Hu, Z Chen, A Carbone… - Physical Review E …, 2005 - APS
Detrended fluctuation analysis (DFA) and detrended moving average (DMA) are two scaling
analysis methods designed to quantify correlations in noisy nonstationary signals. We …

Some properties of the entropy in the natural time

PA Varotsos, NV Sarlis, HK Tanaka, ES Skordas - Physical Review E …, 2005 - APS
We show that the entropy S, defined as S≡⟨ χ ln χ⟩−⟨ χ⟩ ln⟨ χ⟩[Phys. Rev. E 68, 031106
(2003)] where χ stands for the natural time [Phys. Rev. E 66, 011902 (2002)], exhibits …

[PDF][PDF] Statistical properties of old and new techniques in detrended analysis of time series

D Grech, Z Mazur - Acta Physica Polonica Series B, 2005 - researchgate.net
Investigation of stochastic time series is crucial for better understanding of various physical,
biological, financial and economical processes. The main problem discussed in this context …

Review of nonlinear methods and modelling

FG Borg - arXiv preprint physics/0503026, 2005 - arxiv.org
The first part of this Review describes a few of the main methods that have been employed
in non-linear time series analysis with special reference to biological applications …

Comparison study of DFA and DMA methods in analysis of autocorrelations in time series

D Grech, Z Mazur - arXiv preprint cond-mat/0507395, 2005 - arxiv.org
Statistics of the Hurst scaling exponents calculated with the use of two methods: recently
introduced Detrended Moving Average Analysis (DMA) and Detrended Fluctuation Analysis …

[PDF][PDF] Spectroscopy of far tails: Complex Correlations in Financial Time Series

V Alfi - 2005 - arcadia.sba.uniroma3.it
Spectroscopy of Fat Tails Page 1 Spectroscopy of Fat Tails Complex Correlations in Financial
Time Series Valentina Alfi Ph.D. Thesis in Physics University of Rome “Roma Tre” Advisors …

Best likelihood forecast of volatility in class of linear functions

MI Krivoruchenko - Proceedings. 2005 International …, 2005 - ieeexplore.ieee.org
An explicit analytical solution of the problem of constructing the best linear predictor of a
stationary stochastic process with the autocorrelation function representing a superposition …