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20072026
most citedDetrended Cross-Correlation Analysis: A New Method for Analyzing Two Non-stationary Time Series

1.5k citations

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9 papers · 1 filter

q-fin.ST2018★ 124 cited

Scaling properties of extreme price fluctuations in Bitcoin markets

Stjepan Begušić, Zvonko Kostanjčar, H. Eugene Stanley +1

Detection of power-law behavior and studies of scaling exponents uncover the characteristics of complexity in many real world phenomena. The complexity of financial markets has alw…

q-fin.ST2017★ 34 cited

The q-dependent detrended cross-correlation analysis of stock market

Longfeng Zhao, Wei Li, Andrea Fenu +3

The properties of q-dependent cross-correlation matrices of stock market have been analyzed by using the random matrix theory and complex network. The correlation structures of the…

q-fin.ST2016★ 26 cited

Short term prediction of extreme returns based on the recurrence interval analysis

Zhi-Qiang Jiang, Gang-Jin Wang, Askery Canabarro +4

Being able to predict the occurrence of extreme returns is important in financial risk management. Using the distribution of recurrence intervals---the waiting time between consecu…

q-fin.ST2015★ 12 cited

Early warning of large volatilities based on recurrence interval analysis in Chinese stock markets

Zhi-Qiang Jiang, Askery A. Canabarro, Boris Podobnik +2

Being able to forcast extreme volatility is a central issue in financial risk management. We present a large volatility predicting method based on the distribution of recurrence in…

q-fin.ST2015★ 210 cited

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

Xi-Yuan Qian, Ya-Min Liu, Zhi-Qiang Jiang +3

When common factors strongly influence two power-law cross-correlated time series recorded in complex natural or social systems, using classic detrended cross-correlation analysis…

q-fin.ST2013★ 97 cited

Systemic risk and spatiotemporal dynamics of the US housing market

Hao Meng, Wen-Jie Xie, Zhi-Qiang Jiang +3

Housing markets play a crucial role in economies and the collapse of a real-estate bubble usually destabilizes the financial system and causes economic recessions. We investigate t…

q-fin.ST2010★ 637 cited

Cross-correlations between volume change and price change

Boris Podobnik, Davor Horvatic, Alexander M. Petersen +1

In finance, one usually deals not with prices but with growth rates , defined as the difference in logarithm between two consecutive prices. Here we consider not the trading vol…

q-fin.ST2007★ 142 cited

Modeling long-range cross-correlations in two-component ARFIMA and FIARCH processes

Boris Podobnik, Davor Horvatic, Alfonso Lam Ng +2

We investigate how simultaneously recorded long-range power-law correlated multi-variate signals cross-correlate. To this end we introduce a two-component ARFIMA stochastic process…

q-fin.ST2007★ 1.5k cited

Detrended Cross-Correlation Analysis: A New Method for Analyzing Two Non-stationary Time Series

Boris Podobnik, H. Eugene Stanley

Here we propose a method, based on detrended covariance which we call detrended cross-correlation analysis (DXA), to investigate power-law cross-correlations between different simu…