Multifractal detrended partial cross-correlation analysis on Asian markets

被引:12
|
作者
Sai, K. Hema Sri [2 ,3 ]
Pal, Mayukha [3 ,4 ,5 ]
Manimaran, P. [1 ,3 ]
机构
[1] Univ Hyderabad, Sch Phys, Hyderabad 500046, Telangana, India
[2] Univ Hyderabad, Sch Math & Stat, Hyderabad 500046, Telangana, India
[3] CR Rao Adv Inst Math Stat & Comp Sci, Hyderabad 500046, Telangana, India
[4] GE Co, India Innovat Ctr, Hyderabad 500081, Andhra Pradesh, India
[5] Asea Brown Boveri Co, Hyderabad Technol Ctr, Hyderabad 500081, Telangana, India
关键词
Time series; Multifractal; Scaling exponent; Partial cross-correlation; HURST EXPONENT; FLUCTUATION ANALYSIS; TIME; SEQUENCES;
D O I
10.1016/j.physa.2019.121778
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The impact of the recession on global markets motivates us to explore the effect of the stock market on the economic stability of a country. The growth of a stock market depends on various factors such as inter-dependency, globalization, economic policies etc. In this paper, we apply the recently developed multifractal detrended partial cross-correlation analysis method on some Asian markets by assuming NASDAQ composite index commonly influences these markets. For this purpose, we analyze the daily returns of three Asian markets such as China's Shanghai composite index (SHCOMP), Japan's Nikkei stock average index (NIKKEI 225), and India's Bombay stock exchange (BSE) sensex index over a period of 18 years (2000-2018). The analysis was performed between all bivariate time series after removing the external influence factor and the results indicate that there exists long-range partial cross-correlation behavior and multifractal nature. For comparison, we also performed analysis without removal of external influence factor i.e. multifractal detrended cross-correlation analysis. From the calculated Hurst scaling exponents, we found that the NASDAQ composite index shows significant influence on these analyzed Asian stock markets. (C) 2019 Elsevier B.V. All rights reserved.
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页数:8
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