Multifractal detrended cross-correlation analysis between the Chinese stock market and surrounding stock markets

被引:91
作者
Ma, Feng [1 ]
Wei, Yu [1 ]
Huang, Dengshi [1 ]
机构
[1] SW Jiao Tong Univ, Sch Econ & Management, Chengdu, Sichuan Provinc, Peoples R China
基金
中国国家自然科学基金;
关键词
Stock markets; Multifractal detrended cross-correlation analysis; Cross-correlations; Rolling windows; LONG-RANGE DEPENDENCE; LOCAL HURST EXPONENT; TIME-SERIES; FLUCTUATION ANALYSIS; YUAN;
D O I
10.1016/j.physa.2012.12.010
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we investigate the cross-correlations between the stock market in China and markets in Japan, South Korea and Hong Kong. We use not only the qualitative analysis of the cross-correlation test, but also the quantitative analysis of the MF-X-DFA. Our findings confirm the existence of cross-correlations between the stock market in China and markets in Japan, South Korea and Hong Kong, which have strongly multifractal features. We find that the cross-correlations display the characteristic of multifractality in the short term. Moreover, the cross-correlations of small fluctuations are persistent and those of large fluctuations are anti-persistent in the short term, while the cross-correlations of all kinds of fluctuations are persistent in the long term. Furthermore, based on the multifractal spectrum, we also find that the multifractality of cross-correlation between stock markets in China and Japan are stronger than those between China and South Korea, as well as between China and Hong Kong. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:1659 / 1670
页数:12
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