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Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying
In this study, we analyze the properties of Bitcoin as a diversifier asset and hedge asset against the movement of international market stock indices: S&P500 (US), STOXX50 (EU), NIKKEI (Japan), CSI300 (Shanghai), and HSI (Hong Kong). For this, we use several copula models: Gaussian, Student-t, C...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395826/ https://www.ncbi.nlm.nih.gov/pubmed/34173407 http://dx.doi.org/10.1016/j.ribaf.2020.101300 |
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author | Garcia-Jorcano, Laura Benito, Sonia |
author_facet | Garcia-Jorcano, Laura Benito, Sonia |
author_sort | Garcia-Jorcano, Laura |
collection | PubMed |
description | In this study, we analyze the properties of Bitcoin as a diversifier asset and hedge asset against the movement of international market stock indices: S&P500 (US), STOXX50 (EU), NIKKEI (Japan), CSI300 (Shanghai), and HSI (Hong Kong). For this, we use several copula models: Gaussian, Student-t, Clayton, Gumbel, and Frank. The analysis period runs from August 18, 2011 to June 31, 2019. We found that the Gaussian and Student-t copulas are best at fitting the structure dependence between markets. Also, these copulas suggest that under normal market conditions, Bitcoin might act as a hedge asset against the stock price movements of all international markets analyzed. However, the dependence on the Shanghai and Hong Kong markets was somewhat higher. Also, under extreme market conditions, the role of Bitcoin might change from hedge to diversifier. In a time-varying copula analysis, given by the Student-t copula, we found that even under normal market conditions, for some markets, the role of Bitcoin as a hedge asset might fail on a high number of days. |
format | Online Article Text |
id | pubmed-7395826 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73958262020-08-03 Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying Garcia-Jorcano, Laura Benito, Sonia Research in International Business and Finance Article In this study, we analyze the properties of Bitcoin as a diversifier asset and hedge asset against the movement of international market stock indices: S&P500 (US), STOXX50 (EU), NIKKEI (Japan), CSI300 (Shanghai), and HSI (Hong Kong). For this, we use several copula models: Gaussian, Student-t, Clayton, Gumbel, and Frank. The analysis period runs from August 18, 2011 to June 31, 2019. We found that the Gaussian and Student-t copulas are best at fitting the structure dependence between markets. Also, these copulas suggest that under normal market conditions, Bitcoin might act as a hedge asset against the stock price movements of all international markets analyzed. However, the dependence on the Shanghai and Hong Kong markets was somewhat higher. Also, under extreme market conditions, the role of Bitcoin might change from hedge to diversifier. In a time-varying copula analysis, given by the Student-t copula, we found that even under normal market conditions, for some markets, the role of Bitcoin as a hedge asset might fail on a high number of days. Elsevier B.V. 2020-12 2020-08-01 /pmc/articles/PMC7395826/ /pubmed/34173407 http://dx.doi.org/10.1016/j.ribaf.2020.101300 Text en © 2020 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 Garcia-Jorcano, Laura Benito, Sonia Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying |
title | Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying |
title_full | Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying |
title_fullStr | Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying |
title_full_unstemmed | Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying |
title_short | Studying the properties of the Bitcoin as a diversifying and hedging asset through a copula analysis: Constant and time-varying |
title_sort | studying the properties of the bitcoin as a diversifying and hedging asset through a copula analysis: constant and time-varying |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7395826/ https://www.ncbi.nlm.nih.gov/pubmed/34173407 http://dx.doi.org/10.1016/j.ribaf.2020.101300 |
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