Understanding the source of multifractality in financial markets

J Barunik, T Aste, T Di Matteo, R Liu - Physica A: Statistical Mechanics and …, 2012 - Elsevier
In this paper, we use the generalized Hurst exponent approach to study the multi-scaling
behavior of different financial time series. We show that this approach is robust and powerful …

Dynamical generalized Hurst exponent as a tool to monitor unstable periods in financial time series

R Morales, T Di Matteo, R Gramatica, T Aste - Physica A: statistical …, 2012 - Elsevier
We investigate the use of the Hurst exponent, dynamically computed over a weighted
moving time-window, to evaluate the level of stability/instability of financial firms. Financial …

Detrending moving average algorithm: a brief review

A Carbone - … Conference Science and Technology for Humanity …, 2009 - ieeexplore.ieee.org
A short review of an algorithm, called Detrending Moving Average, to estimate the Hurst
exponent H of fractals with arbitrary dimension is presented. Therefore, it has the ability to …

Relation between financial market structure and the real economy: comparison between clustering methods

N Musmeci, T Aste, T Di Matteo - PloS one, 2015 - journals.plos.org
We quantify the amount of information filtered by different hierarchical clustering methods on
correlations between stock returns comparing the clustering structure with the underlying …

Generalized Hurst exponent approach to efficiency in MENA markets

A Sensoy - Physica A: Statistical Mechanics and its Applications, 2013 - Elsevier
We study the time-varying efficiency of 15 Middle East and North African (MENA) stock
markets by generalized Hurst exponent analysis of daily data with a rolling window …

Measuring multiscaling in financial time-series

RJ Buonocore, T Aste, T Di Matteo - Chaos, Solitons & Fractals, 2016 - Elsevier
We discuss the origin of multiscaling in financial time-series and investigate how to best
quantify it. Our methodology consists in separating the different sources of measured …

Risk diversification: a study of persistence with a filtered correlation-network approach

N Musmeci, T Aste, T Di Matteo - arxiv preprint arxiv:1410.5621, 2014 - arxiv.org
The evolution with time of the correlation structure of equity returns is studied by means of a
filtered network approach investigating persistences and recurrences and their implications …

Cross-correlations between Renminbi and four major currencies in the Renminbi currency basket

GJ Wang, C **e - Physica A: Statistical Mechanics and its Applications, 2013 - Elsevier
We investigate the cross-correlations between Renminbi (CNY) and four major currencies
(USD, EUR, JPY, and KRW) in the Renminbi currency basket, ie, the cross-correlations of …

The use of scaling properties to detect relevant changes in financial time series: A new visual warning tool

IP Antoniades, G Brandi, L Magafas… - Physica A: Statistical …, 2021 - Elsevier
The dynamical evolution of multiscaling in financial time series is investigated using time-
dependent Generalized Hurst Exponents (GHE), H q, for various values of the parameter q …

Time-dependent scaling patterns in high frequency financial data

N Nava, T Di Matteo, T Aste - The European Physical Journal Special …, 2016 - Springer
We measure the influence of different time-scales on the intraday dynamics of financial
markets. This is obtained by decomposing financial time series into simple oscillations …