使用GARCH模型估计比特币和交易资产类别的波动性

Q4 Economics, Econometrics and Finance
Timcy Sachdeva
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引用次数: 0

摘要

比特币是世界上第一种市值最大的加密货币。该研究旨在分析比特币的风险指标,并与包括标准普尔BSE 500、美元、欧元、英镑和黄金期货价格在内的可交易资产类别进行比较。该研究使用GARCH模型来确定比特币对影响全球金融审慎的变量也很敏感的世界经济组成部分。研究的实证结果表明,比特币对美元和欧元汇率的回报更为敏感。比特币可以与黄金一起使用,以分散或消除明显的市场风险。该研究为比特币与不同交易资产之间的发展和关系提供了合理的理由,这些资产给全球投资者带来了新的挑战。本文对战略决策者的启示表明了可交易资产之间的敏感性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimating bitcoin and traded asset classes volatility using GARCH model
Bitcoin is the world's first cryptocurrency which has largest market capitalization. The study aims to analyze the risk measures for the bitcoin and comparing with tradable asset classes that include the Standard and Poor's BSE 500, USD, Euro, GBP and the Gold future prices. The study uses the GARCH models to identify the components of world economies that bitcoin is sensitive too as against variables that impact the global financial prudence. The empirical results of the study reveal that against dollar and euro exchange rates bitcoin returns are more sensitive. Bitcoin can be used together with gold to diversify or eliminate explicit market risks. The study presents reasonable justification over the development and relationship between bitcoin and different traded assets that pose new challenges before the global investors. The implication of this paper for the strategic policy makers shows the sensitivity among tradeable assets.
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来源期刊
International Journal of Electronic Finance
International Journal of Electronic Finance Business, Management and Accounting-Management of Technology and Innovation
CiteScore
1.20
自引率
0.00%
发文量
31
期刊介绍: IJEF publishes articles that present current practice and research in the area of e-finance. It is dedicated to design, development, management, implementation, technology, and application issues in e-finance. Topics covered include: -E-business and IT/IS investment -E-banking/m-banking strategy/implementation -Digitisation in financial supply chain -[E-]auditing, e-taxation, e-cash flow -Customer channel management -Data mining/warehousing -E-lending/e-payment/e-procurement -Cultural/social/political issues -E-trading/online auctions -Knowledge management -Business intelligence -E-government regulation -Security/privacy/trust -IT risk analysis -Human-computer interaction
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