MULTIFRACTAL ANALYSIS OF COVID-19'S IMPACT ON CHINA'S STOCK MARKET

被引:11
|
作者
Xu, Nan [1 ]
Li, Songsong [1 ]
Hui, Xiaofeng [1 ]
机构
[1] Harbin Inst Technol, Sch Management, Harbin, Peoples R China
基金
黑龙江省自然科学基金; 中国国家自然科学基金;
关键词
COVID-19; Multifractal Detrended Fluctuation Analysis; Industry Sectors; Dynamical Evolution; GLOBAL FINANCIAL CRISIS; FLUCTUATION ANALYSIS; BEHAVIOR; CONTAGION; EXCHANGE; PRICE; RISK;
D O I
10.1142/S0218348X21502133
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
To examine the overall properties of the China's stock market affected by the COVID-19 pandemic, we provide a comprehensive study of the multifractal properties across stock market sectors applying multifractal detrended fluctuation analysis (MF-DFA). We focus on intra-day 5 min transaction data of 10 sectors in the Shanghai Stock Exchange, and the time-depended MF-DFA was also used to explore the dynamical evolution of the multifractal characterize for the overall period. We found that all sectors exhibit stronger multifractality and the weak market efficiency during the period of COVID-19, MHII performed best with the lower multifractal properties arid higher market efficiency, three worse performers were ITII, TBII, and EII. While ITII, TBII, MCII, and UII were the four fastest recovering sectors from the gloom of the epidemic, with the plummeted multifractal intensity and the significantly increased market efficiency for the post-phase of the pandemic. The results based on the time-varying MF-DFA confirmed that the Chinese stock market is riot only affected by the COVID-19 epidemic domestic but the impact of the US stock market crash in March was also transmitted to it, causing those industries sensitive to the market to fluctuate subsequently.
引用
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页数:18
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