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Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches

Motivated by the severe impacts of the Covid 19 outbreak on the global trade and capital flows, which can shift the forex market structure, this paper aims to examine the equicorrelation and causal association across major currency markets during Covid 19 pandemic using novel approaches: DECO-GARCH...

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Detalles Bibliográficos
Autores principales: Thai Hung, Ngo, Nguyen, Linh Thi My, Vinh Vo, Xuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier B.V. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9356571/
http://dx.doi.org/10.1016/j.intfin.2022.101628
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author Thai Hung, Ngo
Nguyen, Linh Thi My
Vinh Vo, Xuan
author_facet Thai Hung, Ngo
Nguyen, Linh Thi My
Vinh Vo, Xuan
author_sort Thai Hung, Ngo
collection PubMed
description Motivated by the severe impacts of the Covid 19 outbreak on the global trade and capital flows, which can shift the forex market structure, this paper aims to examine the equicorrelation and causal association across major currency markets during Covid 19 pandemic using novel approaches: DECO-GARCH and Transfer Entropy. We find that major exchange rate markets have a positive equicorrelation, and these trends have been more pronounced during the Covid-19 crisis, uncovering the existence of contagion effects. The results also show the causal associations between the currency markets, depicted by three categories: no effect, mono-direction, and bi-direction. Such connections unveil the shock sender and receiver in the examined exchange rate markets, supporting that there is contagion risk across currency markets. Our findings suggest important implications for investors, firms, and policymakers in risk management during crisis periods.
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spelling pubmed-93565712022-08-07 Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches Thai Hung, Ngo Nguyen, Linh Thi My Vinh Vo, Xuan Journal of International Financial Markets, Institutions and Money Article Motivated by the severe impacts of the Covid 19 outbreak on the global trade and capital flows, which can shift the forex market structure, this paper aims to examine the equicorrelation and causal association across major currency markets during Covid 19 pandemic using novel approaches: DECO-GARCH and Transfer Entropy. We find that major exchange rate markets have a positive equicorrelation, and these trends have been more pronounced during the Covid-19 crisis, uncovering the existence of contagion effects. The results also show the causal associations between the currency markets, depicted by three categories: no effect, mono-direction, and bi-direction. Such connections unveil the shock sender and receiver in the examined exchange rate markets, supporting that there is contagion risk across currency markets. Our findings suggest important implications for investors, firms, and policymakers in risk management during crisis periods. Elsevier B.V. 2022-11 2022-08-06 /pmc/articles/PMC9356571/ http://dx.doi.org/10.1016/j.intfin.2022.101628 Text en © 2022 Elsevier B.V. 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
Thai Hung, Ngo
Nguyen, Linh Thi My
Vinh Vo, Xuan
Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches
title Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches
title_full Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches
title_fullStr Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches
title_full_unstemmed Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches
title_short Exchange rate volatility connectedness during Covid-19 outbreak: DECO-GARCH and Transfer Entropy approaches
title_sort exchange rate volatility connectedness during covid-19 outbreak: deco-garch and transfer entropy approaches
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9356571/
http://dx.doi.org/10.1016/j.intfin.2022.101628
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