Title of article :
Multifractal detrended cross-correlations between the CSI 300 index futures and the spot markets based on high-frequency data
Author/Authors :
Cao، نويسنده , , Guangxi and Han، نويسنده , , Yan and Cui، نويسنده , , Weijun and Guo، نويسنده , , Yu، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2014
Abstract :
The cross-correlation between the China Securities Index 300 (CSI 300) index futures and the spot markets based on high-frequency data is discussed in this paper. We empirically analyze the cross-correlation by using the multifractal detrended cross-correlation analysis (MF-DCCA), and investigate further the characteristics of asymmetry, frequency difference, and transmission direction of the cross-correlation. The results indicate that the cross-correlation between the two markets is significant and multifractal. Meanwhile, weak asymmetries exist in the cross-correlation, and higher data frequency results in a lower multifractality degree of the cross-correlation. The causal relationship between the two markets is bidirectional, but the CSI 300 index futures market has greater impact on the spot market.
Keywords :
CSI 300 , High-frequency data , asymmetric , Multifractal detrended cross-correlation
Journal title :
Physica A Statistical Mechanics and its Applications
Journal title :
Physica A Statistical Mechanics and its Applications