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

Business analytics COVID-19 pandemic Change-point detection Equity markets Skewed multifractality

Journal

Chaos, solitons, and fractals
ISSN: 0960-0779
Titre abrégé: Chaos Solitons Fractals
Pays: England
ID NLM: 100971564

Informations de publication

Date de publication:
May 2023
Historique:
received: 23 11 2022
revised: 15 02 2023
accepted: 13 03 2023
entrez: 27 3 2023
pubmed: 28 3 2023
medline: 28 3 2023
Statut: ppublish

Résumé

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.

Identifiants

pubmed: 36969947
doi: 10.1016/j.chaos.2023.113372
pii: S0960-0779(23)00273-4
pmc: PMC10027953
doi:

Types de publication

Journal Article

Langues

eng

Pagination

113372

Informations de copyright

© 2023 Elsevier Ltd. All rights reserved.

Déclaration de conflit d'intérêts

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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Auteurs

Foued Saâdaoui (F)

Department of Statistics, Faculty of Sciences, King Abdulaziz University, P.O BOX 80203, Jeddah 21589, Saudi Arabia.

Classifications MeSH