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
相关论文
共 50 条
  • [1] Multifractal detrended cross-correlation analysis for power markets
    Fang Wang
    Gui-ping Liao
    Xiao-yang Zhou
    Wen Shi
    [J]. Nonlinear Dynamics, 2013, 72 : 353 - 363
  • [2] Multifractal detrended cross-correlation analysis for power markets
    Wang, Fang
    Liao, Gui-ping
    Zhou, Xiao-yang
    Shi, Wen
    [J]. NONLINEAR DYNAMICS, 2013, 72 (1-2) : 353 - 363
  • [3] Multifractal detrended cross-correlation analysis of geochemical element concentration
    Li, Wan
    Yongqian, Zhu
    Xiaocheng, Deng
    Jiaoxiu, Lin
    [J]. Open Materials Science Journal, 2014, 8 (01): : 136 - 140
  • [4] Multifractal detrended cross-correlation analysis of Indian Electricity market
    Pal, Mayukha
    Rao, P. Madhusudana
    Manimaran, P.
    [J]. 2015 50TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2015,
  • [5] Deep multifractal detrended cross-correlation analysis algorithm for multifractals
    Wu, Bo
    Jiang, Feng
    Zhang, Jiao
    Liu, Chunqiong
    Shi, Kai
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2024, 653
  • [6] Multifractal detrended cross-correlation analysis of geochemical element concentration
    [J]. Li, Wan (wanli03100@21cn.com), 1600, Bentham Science Publishers B.V., P.O. Box 294, Bussum, 1400 AG, Netherlands (08):
  • [7] Multiscale multifractal detrended cross-correlation analysis of traffic flow
    Yi Yin
    Pengjian Shang
    [J]. Nonlinear Dynamics, 2015, 81 : 1329 - 1347
  • [8] Multifractal Fourier detrended cross-correlation analysis of traffic signals
    Department of Mathematics, School of Science, Beijing Jiaotong University, Beijing 100044, China
    不详
    [J]. Phys A Stat Mech Appl, 21-22 (3670-3678):
  • [9] Multifractal detrended partial cross-correlation analysis on Asian markets
    Sai, K. Hema Sri
    Pal, Mayukha
    Manimaran, P.
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 531
  • [10] Multifractal Fourier detrended cross-correlation analysis of traffic signals
    Zhao, Xiaojun
    Shang, Pengjian
    Lin, Aijing
    Chen, Gang
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (21-22) : 3670 - 3678