Stock markets and the COVID-19 fractal contagion effects

DI Okorie, B Lin - Finance Research Letters, 2021 - Elsevier
This article investigates the fractal contagion effect of the COVID-19 pandemic on the stock
markets. The stock market information of the top 32 coronavirus affected economies (as of …

[HTML][HTML] DCCA cross-correlation coefficient: Quantifying level of cross-correlation

GF Zebende - Physica A: Statistical Mechanics and its Applications, 2011 - Elsevier
In this paper, a new coefficient is proposed with the objective of quantifying the level of cross-
correlation between nonstationary time series. This cross-correlation coefficient is defined in …

Statistical tests for power-law cross-correlated processes

B Podobnik, ZQ Jiang, WX Zhou, HE Stanley - Physical Review E—Statistical …, 2011 - APS
For stationary time series, the cross-covariance and the cross-correlation as functions of time
lag n serve to quantify the similarity of two time series. The latter measure is also used to …

Correlation of financial markets in times of crisis

LS Junior, IDP Franca - Physica A: Statistical Mechanics and its …, 2012 - Elsevier
Using the eigenvalues and eigenvectors of correlations matrices of some of the main
financial market indices in the world, we show that high volatility of markets is directly linked …

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 …

Detrended cross-correlation analysis for non-stationary time series with periodic trends

D Horvatic, HE Stanley, B Podobnik - Europhysics Letters, 2011 - iopscience.iop.org
Noisy signals in many real-world systems display long-range autocorrelations and long-
range cross-correlations. Due to periodic trends, these correlations are difficult to quantify …

Detrended partial cross-correlation analysis of two nonstationary time series influenced by common external forces

XY Qian, YM Liu, ZQ Jiang, B Podobnik, WX Zhou… - Physical Review E, 2015 - APS
When common factors strongly influence two power-law cross-correlated time series
recorded in complex natural or social systems, using detrended cross-correlation analysis …

Correlation and network analysis of global financial indices

S Kumar, N Deo - Physical Review E—Statistical, Nonlinear, and Soft …, 2012 - APS
Random matrix theory (RMT) and network methods are applied to investigate the correlation
and network properties of 20 financial indices. The results are compared before and during …

Network analysis of a financial market based on genuine correlation and threshold method

A Namaki, AH Shirazi, R Raei, GR Jafari - Physica A: Statistical Mechanics …, 2011 - Elsevier
A financial market is an example of an adaptive complex network consisting of many
interacting units. This network reflects market's behavior. In this paper, we use Random …

[HTML][HTML] Collective behavior of cryptocurrency price changes

D Stosic, D Stosic, TB Ludermir, T Stosic - Physica A: Statistical Mechanics …, 2018 - Elsevier
Digital assets termed cryptocurrencies are correlated. We analyze cross correlations
between price changes of different cryptocurrencies using methods of random matrix theory …