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Multifractal analysis of Chinese stock volatilities based on the partition function approach

Authors :
Jiang, Zhi-Qiang
Zhou, Wei-Xing
Source :
Physica A. Aug2008, Vol. 387 Issue 19/20, p4881-4888. 8p.
Publication Year :
2008

Abstract

Abstract: We have performed a detailed multifractal analysis on the 1-min volatility of two indexes and 1139 stocks in the Chinese stock markets based on the partition function approach. The partition function scales as a power law with respect to the box size . The scaling exponents form a nonlinear function of . Statistical tests based on bootstrapping show that the extracted multifractal nature is significant at the 1% significance level. The individual securities can be well modeled by the -model in turbulence with . Based on the idea of ensemble averaging (including quenched and annealed average), we treat each stock exchange as a whole and confirm the existence of multifractal nature in the Chinese stock markets. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
03784371
Volume :
387
Issue :
19/20
Database :
Academic Search Index
Journal :
Physica A
Publication Type :
Academic Journal
Accession number :
32556568
Full Text :
https://doi.org/10.1016/j.physa.2008.04.028