加密货币与外汇市场之间的连通性:对风险管理的影响

IF 2.9 3区 经济学 Q2 BUSINESS, FINANCE Journal of Multinational Financial Management Pub Date : 2021-03-01 DOI:10.1016/j.mulfin.2020.100666
Rahma Chemkha , Ahmed BenSaïda , Ahmed Ghorbel
{"title":"加密货币与外汇市场之间的连通性:对风险管理的影响","authors":"Rahma Chemkha ,&nbsp;Ahmed BenSaïda ,&nbsp;Ahmed Ghorbel","doi":"10.1016/j.mulfin.2020.100666","DOIUrl":null,"url":null,"abstract":"<div><p>This paper examines the connectedness between cryptocurrencies and major fiat currencies in a multivariate framework using vine copulas. One of the advantages of this method is the flexibility in the choice of distributions used to model complex dependencies. The results show that the dependence, measured conditionally or unconditionally, is positive and higher for the pairs of the same market than those across markets. Moreover, a low significant dependency is found between cryptocurrencies and the main conventional currencies. Based on the Value-at-Risk (VaR) and expected shortfall (ES) analyses, vine copulas produce accurate risk measures by adding cryptocurrencies to a portfolio of fiat currencies.</p></div>","PeriodicalId":47268,"journal":{"name":"Journal of Multinational Financial Management","volume":"59 ","pages":"Article 100666"},"PeriodicalIF":2.9000,"publicationDate":"2021-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1016/j.mulfin.2020.100666","citationCount":"22","resultStr":"{\"title\":\"Connectedness between cryptocurrencies and foreign exchange markets: Implication for risk management\",\"authors\":\"Rahma Chemkha ,&nbsp;Ahmed BenSaïda ,&nbsp;Ahmed Ghorbel\",\"doi\":\"10.1016/j.mulfin.2020.100666\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This paper examines the connectedness between cryptocurrencies and major fiat currencies in a multivariate framework using vine copulas. One of the advantages of this method is the flexibility in the choice of distributions used to model complex dependencies. The results show that the dependence, measured conditionally or unconditionally, is positive and higher for the pairs of the same market than those across markets. Moreover, a low significant dependency is found between cryptocurrencies and the main conventional currencies. Based on the Value-at-Risk (VaR) and expected shortfall (ES) analyses, vine copulas produce accurate risk measures by adding cryptocurrencies to a portfolio of fiat currencies.</p></div>\",\"PeriodicalId\":47268,\"journal\":{\"name\":\"Journal of Multinational Financial Management\",\"volume\":\"59 \",\"pages\":\"Article 100666\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2021-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1016/j.mulfin.2020.100666\",\"citationCount\":\"22\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Multinational Financial Management\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1042444X20300554\",\"RegionNum\":3,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Multinational Financial Management","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1042444X20300554","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 22

摘要

本文使用vine copulas在多元框架中研究了加密货币与主要法定货币之间的连通性。这种方法的优点之一是可以灵活地选择用于建模复杂依赖关系的发行版。结果表明,无论有条件地还是无条件地衡量,同一市场对的相关性都是正的,且高于跨市场对的相关性。此外,加密货币与主要传统货币之间存在较低的显着依赖性。基于风险价值(VaR)和预期缺口(ES)分析,vine copulas通过将加密货币添加到法定货币组合中来产生准确的风险度量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Connectedness between cryptocurrencies and foreign exchange markets: Implication for risk management

This paper examines the connectedness between cryptocurrencies and major fiat currencies in a multivariate framework using vine copulas. One of the advantages of this method is the flexibility in the choice of distributions used to model complex dependencies. The results show that the dependence, measured conditionally or unconditionally, is positive and higher for the pairs of the same market than those across markets. Moreover, a low significant dependency is found between cryptocurrencies and the main conventional currencies. Based on the Value-at-Risk (VaR) and expected shortfall (ES) analyses, vine copulas produce accurate risk measures by adding cryptocurrencies to a portfolio of fiat currencies.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
7.30
自引率
4.80%
发文量
25
审稿时长
30 days
期刊介绍: International trade, financing and investments have grown at an extremely rapid pace in recent years, and the operations of corporations have become increasingly multinationalized. Corporate executives buying and selling goods and services, and making financing and investment decisions across national boundaries, have developed policies and procedures for managing cash flows denominated in foreign currencies. These policies and procedures, and the related managerial actions of executives, change as new relevant information becomes available. The purpose of the Journal of Multinational Financial Management is to publish rigorous, original articles dealing with the management of the multinational enterprise. Theoretical, conceptual, and empirical papers providing meaningful insights into the subject areas will be considered. The following topic areas, although not exhaustive, are representative of the coverage in this Journal. • Foreign exchange risk management • International capital budgeting • Forecasting exchange rates • Foreign direct investment • Hedging strategies • Cost of capital • Managing transaction exposure • Political risk assessment • International working capital management • International financial planning • International tax management • International diversification • Transfer pricing strategies • International liability management • International mergers.
期刊最新文献
Does China’s social credit system construction promote foreign bank expansion? Directors appointed by non-state shareholders and stock price synchronicity: Evidence from Chinese SOEs Editorial Board Sectoral responses to economic policy uncertainty and geopolitical risk in the US stock market Do cultural differences affect the share price puzzle?
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1