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Multifractal analysis of financial markets: A review
Multifractality is ubiquitously observed in complex natural and socioeconomic systems.
Multifractal analysis provides powerful tools to understand the complex nonlinear nature of …
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 …
long-term correlations of nonstationary time series and the long-range correlations of fractal …
Multifractal detrending moving-average cross-correlation analysis
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 …
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 …
(DMCA) to detect the power-law cross-correlation between two correlated non-stationary …
Emergence of statistically validated financial intraday lead-lag relationships
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 …
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 …
employing the maximum overlap wavelet transform (MODWT) as well as the multifractal …
Testing the weak-form efficiency of the WTI crude oil futures market
The weak-form efficiency of energy futures markets has long been studied and empirical
evidence suggests controversial conclusions. In this work, nonparametric methods are …
evidence suggests controversial conclusions. In this work, nonparametric methods are …
Measuring the Brazilian ethanol and gasoline market efficiency using DFA-Hurst and fractal dimension
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 …
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 …
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 …
activities; it is defined as the waiting time between successive trades of an equity. Using the …