Multifractal detrended cross-correlation analysis in the MENA area

被引:18
|
作者
El Alaoui, Marwane [1 ]
Benbachir, Saad [1 ]
机构
[1] Univ Mohamed V Agdal, Fac Jurid Econ & Social Sci, Dept Management, Rabat, Morocco
关键词
Cross-correlation; Multifractality; Multifractal detrended cross-correlation; MENA markets; CHINESE STOCK-MARKET; TIME-SERIES; FLUCTUATION ANALYSIS;
D O I
10.1016/j.physa.2013.08.002
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we investigated multifractal cross-correlations qualitatively and quantitatively using a cross-correlation test and the Multifractal detrended cross-correlation analysis method (MF-DCCA) for markets in the MENA area. We used cross-correlation coefficients to measure the level of this correlation. The analysis concerns four stock market indices of Morocco, Tunisia, Egypt and Jordan. The countries chosen are signatory of the Agadir agreement concerning the establishment of a free trade area comprising Arab Mediterranean countries. We computed the bivariate generalized Hurst exponent, Renyi exponent and spectrum of singularity for each pair of indices to measure quantitatively the cross-correlations. By analyzing the results, we found the existence of multifractal cross-correlations between all of these markets. We compared the spectrum width of these indices; we also found which pair of indices has a strong multifractal cross-correlation. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:5985 / 5993
页数:9
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