Cargando…
Skewed multifractal scaling of stock markets during the COVID-19 pandemic
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...
Autor principal: | |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027953/ https://www.ncbi.nlm.nih.gov/pubmed/36969947 http://dx.doi.org/10.1016/j.chaos.2023.113372 |
_version_ | 1784909828102029312 |
---|---|
author | Saâdaoui, Foued |
author_facet | Saâdaoui, Foued |
author_sort | Saâdaoui, Foued |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10027953 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100279532023-03-21 Skewed multifractal scaling of stock markets during the COVID-19 pandemic Saâdaoui, Foued Chaos Solitons Fractals Article 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. Elsevier Ltd. 2023-05 2023-03-21 /pmc/articles/PMC10027953/ /pubmed/36969947 http://dx.doi.org/10.1016/j.chaos.2023.113372 Text en © 2023 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Saâdaoui, Foued Skewed multifractal scaling of stock markets during the COVID-19 pandemic |
title | Skewed multifractal scaling of stock markets during the COVID-19 pandemic |
title_full | Skewed multifractal scaling of stock markets during the COVID-19 pandemic |
title_fullStr | Skewed multifractal scaling of stock markets during the COVID-19 pandemic |
title_full_unstemmed | Skewed multifractal scaling of stock markets during the COVID-19 pandemic |
title_short | Skewed multifractal scaling of stock markets during the COVID-19 pandemic |
title_sort | skewed multifractal scaling of stock markets during the covid-19 pandemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10027953/ https://www.ncbi.nlm.nih.gov/pubmed/36969947 http://dx.doi.org/10.1016/j.chaos.2023.113372 |
work_keys_str_mv | AT saadaouifoued skewedmultifractalscalingofstockmarketsduringthecovid19pandemic |