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
相关论文
共 50 条
  • [1] Multifractal Analysis of Chinese Industry and Stock Markets Fluctuation Under the COVID-19 Pandemic
    Liu, Pan-Ting
    Cao, Xin-Bang
    Wang, Hong-Yong
    [J]. FLUCTUATION AND NOISE LETTERS, 2024, 23 (01):
  • [2] Investor sentiments and stock markets during the COVID-19 pandemic
    Cevik, Emre
    Altinkeski, Buket Kirci
    Cevik, Emrah Ismail
    Dibooglu, Sel
    [J]. FINANCIAL INNOVATION, 2022, 8 (01)
  • [3] Investor sentiments and stock markets during the COVID-19 pandemic
    Emre Cevik
    Buket Kirci Altinkeski
    Emrah Ismail Cevik
    Sel Dibooglu
    [J]. Financial Innovation, 8
  • [4] Analysis of risk correlations among stock markets during the COVID-19 pandemic
    Wu, JunFeng
    Zhang, Chao
    Chen, Yun
    [J]. INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2022, 83
  • [5] Global Economic Impact in Stock and Commodity Markets during Covid-19 pandemic
    Sheth A.
    Sushra T.
    Kshirsagar A.
    Shah M.
    [J]. Annals of Data Science, 2022, 9 (05) : 889 - 907
  • [6] Regional analytics and forecasting for most affected stock markets: The case of GCC stock markets during COVID-19 pandemic
    Alkhatib, Khalid
    Almahmood, Mothanna
    Elayan, Omar
    Abualigah, Laith
    [J]. INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2022, 13 (03) : 1298 - 1308
  • [7] Regional analytics and forecasting for most affected stock markets: The case of GCC stock markets during COVID-19 pandemic
    Khalid Alkhatib
    Mothanna Almahmood
    Omar Elayan
    Laith Abualigah
    [J]. International Journal of System Assurance Engineering and Management, 2022, 13 : 1298 - 1308
  • [8] COVID-19 and the Stock Markets: A Glance at the Initial Effects of the Pandemic
    Soric, Petar
    [J]. EKONOMICKY CASOPIS, 2021, 69 (05): : 472 - 493
  • [9] COVID-19 Pandemic and Investor Herding in International Stock Markets
    Bouri, Elie
    Demirer, Riza
    Gupta, Rangan
    Nel, Jacobus
    [J]. RISKS, 2021, 9 (09)
  • [10] COVID-19 pandemic and the dependence structure of global stock markets
    Aslam, Faheem
    Mughal, Khurrum S.
    Aziz, Saqib
    Ahmad, Muhammad Farooq
    Trabelsi, Dhoha
    [J]. APPLIED ECONOMICS, 2022, 54 (18) : 2013 - 2031