Multifractal analysis of financial markets: A review

ZQ Jiang, WJ **e, WX Zhou… - Reports on Progress in …, 2019 - iopscience.iop.org
Multifractality is ubiquitously observed in complex natural and socioeconomic systems.
Multifractal analysis provides powerful tools to understand the complex nonlinear nature of …

Detrending moving average algorithm for multifractals

GF Gu, WX Zhou - Physical Review E—Statistical, Nonlinear, and Soft …, 2010 - APS
The detrending moving average (DMA) algorithm is a widely used technique to quantify the
long-term correlations of nonstationary time series and the long-range correlations of fractal …

Multifractal detrending moving-average cross-correlation analysis

ZQ Jiang, WX Zhou - Physical Review E—Statistical, Nonlinear, and Soft …, 2011 - APS
There are a number of situations in which several signals are simultaneously recorded in
complex systems, which exhibit long-term power-law cross correlations. The multifractal …

A new approach to quantify power-law cross-correlation and its application to commodity markets

LY He, SP Chen - Physica A: Statistical Mechanics and its Applications, 2011 - Elsevier
We proposed a new method: Detrended Moving-average Cross-correlation Analysis
(DMCA) to detect the power-law cross-correlation between two correlated non-stationary …

Emergence of statistically validated financial intraday lead-lag relationships

C Curme, M Tumminello, RN Mantegna… - Quantitative …, 2015 - Taylor & Francis
According to the leading models in modern finance, the presence of intraday lead-lag
relationships between financial assets is negligible in efficient markets. With the advance of …

Nonlinear structure analysis of carbon and energy markets with MFDCCA based on maximum overlap wavelet transform

G Cao, W Xu - Physica A: Statistical Mechanics and Its Applications, 2016 - Elsevier
This paper investigates the nonlinear structure between carbon and energy markets by
employing the maximum overlap wavelet transform (MODWT) as well as the multifractal …

Testing the weak-form efficiency of the WTI crude oil futures market

ZQ Jiang, WJ **e, WX Zhou - Physica A: Statistical Mechanics and its …, 2014 - Elsevier
The weak-form efficiency of energy futures markets has long been studied and empirical
evidence suggests controversial conclusions. In this work, nonparametric methods are …

Measuring the Brazilian ethanol and gasoline market efficiency using DFA-Hurst and fractal dimension

SA David, CMC Inácio Jr, DD Quintino, JAT Machado - Energy Economics, 2020 - Elsevier
The ethanol and petroleum represent important energy commodities. Brazil is one of the
world's largest producers of ethanol and became one of the ten largest global oil explorers …

iACP-GE: accurate identification of anticancer peptides by using gradient boosting decision tree and extra tree

Y Liang, X Ma - SAR and QSAR in Environmental Research, 2023 - Taylor & Francis
Cancer is one of the main diseases threatening human life, accounting for millions of deaths
around the world each year. Traditional physical and chemical methods for cancer treatment …

Long-term correlations and multifractal nature in the intertrade durations of a liquid Chinese stock and its warrant

YP Ruan, WX Zhou - Physica A: Statistical Mechanics and its Applications, 2011 - Elsevier
The intertrade duration of equities is an important financial measure, characterizing trading
activities; it is defined as the waiting time between successive trades of an equity. Using the …