Skewed multifractal scaling of stock markets during the COVID-19 pandemic

被引:16
|
作者
Saadaoui, Foued [1 ]
机构
[1] King Abdulaziz Univ, Fac Sci, Dept Stat, POB 80203, Jeddah 21589, Saudi Arabia
关键词
Business analytics; Change-point detection; Skewed multifractality; Equity markets; COVID-19; pandemic; CHANGE-POINTS; LONG MEMORY;
D O I
10.1016/j.chaos.2023.113372
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This article proposes a new paradigm of asymmetric multifractality in financial time series, where the scaling feature varies over two adjacent intervals. The proposed approach first locates a change-point and then performs a multifractal detrended fluctuation analysis (MF-DFA) on each interval. The study investigates the impact of the COVID-19 pandemic on asymmetric multifractal scaling by analyzing financial indices of the G3+1 nations, including the world's four largest economies, from January 2018 to November 2021. The results show common periods of local scaling with increasing multifractality after a change-point at the beginning of 2020 for the US, Japanese, and Eurozone markets. The study also identifies a significant transition in the Chinese market from a turbulent multifractal state to a stable monofractal state. Overall, this new approach provides valuable insights into the characteristics of financial time series and their response to extreme events.
引用
收藏
页数:12
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