Journal
FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY
Volume 19, Issue 3, Pages 329-338Publisher
WORLD SCIENTIFIC PUBL CO PTE LTD
DOI: 10.1142/S0218348X11005415
Keywords
Multifractal Scaling Exponent; Time Delay; Stock Index; Cross-Correlation Function; Singularity Spectrum
Funding
- State Key Laboratory of Rail Traffic Control and Safety [RCS2010ZT006]
- China National Science [60772036, 61071142]
- National High Technology Research Development Program of China (863 Program) [2007AA11Z212]
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Multifractal detrended cross-correlation analysis (MF-DXA) has been developed to detect the long-range power-law cross-correlation of two simultaneous series. However, the synchronization of underlying data can not be guaranteed integrated by a variety of factors. We artificially imbed a time delay in considered series and study its influence on the multifractal cross-correlation analysis. Time delay is found to affect the multifractal characterization, where a larger time delay causes a weaker multifractality. We also propose an alternative modification on MF-DXA to make the process more robust. The logarithmic return and volatility of Chinese stock indices show cross-correlation scaling behavior and strong multifractality by MF-DXA as well as singularity spectrum analysis.
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