Multifractal characterization of energy stocks in China: A multifractal detrended fluctuation analysis

被引:36
作者
Yang, Liansheng [1 ]
Zhu, Yingming [1 ]
Wang, Yudong [1 ]
机构
[1] Nanjing Univ Sci & Technol, Sch Econ & Management, 200 Xiaolinwei St, Nanjing 210094, Jiangsu, Peoples R China
关键词
Chinese stock market; Energy stocks; Multifractal detrended fluctuation analysis; Crude oil market; Multifractality; CROSS-CORRELATION ANALYSIS; NONSTATIONARY TIME-SERIES; INTERMEDIATE CRUDE-OIL; LONG-RANGE DEPENDENCE; MARKETS; VOLATILITY; BEHAVIOR; RETURNS; US;
D O I
10.1016/j.physa.2016.01.100
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we investigate the impacts of oil price changes on energy stocks in Chinese stock market from the multifractal perspective. The well-known multifractal detrended fluctuation analysis (MF-DFA) is applied to detect the multifractality. We find that both returns and volatilities of energy industry index display apparent multifractal behavior. Oil market activity is an important source of multifractality in energy stocks index in addition to long-range correlations and fat-tail distributions. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:357 / 365
页数:9
相关论文
共 37 条
[1]   Oil price risk and emerging stock markets [J].
Basher, Syed A. ;
Sadorsky, Perry .
GLOBAL FINANCE JOURNAL, 2006, 17 (02) :224-251
[2]   A multifractal detrended fluctuation analysis of trading behavior of individual and institutional traders in Tehran stock market [J].
Bolgorian, Meysam ;
Raei, Reza .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (21-22) :3815-3825
[3]   Evidence of long range dependence in Asian equity markets: the role of liquidity and market restrictions [J].
Cajueiro, DO ;
Tabak, BM .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 342 (3-4) :656-664
[4]   The Hurst exponent over time: testing the assertion that emerging markets are becoming more efficient [J].
Cajueiro, DO ;
Tabak, BM .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2004, 336 (3-4) :521-537
[5]   Asymmetric multifractal scaling behavior in the Chinese stock market: Based on asymmetric MF-DFA [J].
Cao, Guangxi ;
Cao, Jie ;
Xu, Longbing .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (04) :797-807
[6]   Effect of nonstationarities on detrended fluctuation analysis [J].
Chen, Z ;
Ivanov, PC ;
Hu, K ;
Stanley, HE .
PHYSICAL REVIEW E, 2002, 65 (04) :15
[7]   Striking oil: Another puzzle? [J].
Driesprong, Gerben ;
Jacobsen, Ben ;
Maat, Benjamin .
JOURNAL OF FINANCIAL ECONOMICS, 2008, 89 (02) :307-327
[8]  
Faff R., 1999, J ENERGY FINANCE DEV, V4, P69, DOI DOI 10.1016/S1085-7443(99)00005-8
[9]   Detrended fluctuation analysis for fractals and multifractals in higher dimensions [J].
Gu, Gao-Feng ;
Zhou, Wei-Xing .
PHYSICAL REVIEW E, 2006, 74 (06)
[10]   Does the singular value decomposition entropy have predictive power for stock market? - Evidence from the Shenzhen stock market [J].
Gu, Rongbao ;
Xiong, Wei ;
Li, Xinjie .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2015, 439 :103-113