Multifractal analysis of financial markets: A review

ZQ Jiang, WJ Xie, 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 …

Quantifying the behavior of stock correlations under market stress

T Preis, DY Kenett, HE Stanley, D Helbing… - Scientific reports, 2012 - nature.com
Understanding correlations in complex systems is crucial in the face of turbulence, such as
the ongoing financial crisis. However, in complex systems, such as financial systems …

Measuring critical transitions in financial markets

J Jurczyk, T Rehberg, A Eckrot, I Morgenstern - Scientific reports, 2017 - nature.com
Tipping points in complex systems are structural transitions from one state to another. In
financial markets these critical points are connected to systemic risks, which have led to …

Eigenvector dynamics: general theory and some applications

R Allez, JP Bouchaud - Physical Review E—Statistical, Nonlinear, and Soft …, 2012 - APS
We propose a general framework to study the stability of the subspace spanned by P
consecutive eigenvectors of a generic symmetric matrix H 0 when a small perturbation is …

Individual and collective stock dynamics: intra-day seasonalities

R Allez, JP Bouchaud - New Journal of Physics, 2011 - iopscience.iop.org
We establish several new stylized facts concerning the intra-day seasonalities of stock
dynamics. Beyond the well-known U-shaped pattern of the volatility, we find that the average …

How news may affect markets' complex structure: The case of Cambridge Analytica

A Peruzzi, F Zollo, W Quattrociocchi, A Scala - Entropy, 2018 - mdpi.com
The claim of Cambridge Analytica, a political consulting firm, that it was possible to influence
voting behavior by using data mined from the social platform Facebook created a sudden …

Principal regression analysis and the index leverage effect

PA Reigneron, R Allez, JP Bouchaud - Physica A: Statistical Mechanics and …, 2011 - Elsevier
We revisit the index leverage effect, that can be decomposed into a volatility effect and a
correlation effect. We investigate the latter using a matrix regression analysis, that we call …

How high frequency trading affects a market index

DY Kenett, E Ben-Jacob, HE Stanley… - Scientific reports, 2013 - nature.com
The relationship between a market index and its constituent stocks is complicated. While an
index is a weighted average of its constituent stocks, when the investigated time scale is one …

Quantifying meta-correlations in financial markets

DY Kenett, T Preis, G Gur-Gershgoren… - Europhysics …, 2012 - iopscience.iop.org
Financial markets are modular multi-level systems, in which the relationships between the
individual components are not constant in time. Sudden changes in these relationships …

[图书][B] An introduction to socio-finance

JV Andersen, A Nowak - 2013 - Springer
The word “socio-finance” used in the title of this book is meant as a description that catches
the underlying nature of price formation in financial markets. Since the term as such does not …