对冲不确定性:比特币的非对称多样化有利于基于因素的投资组合

IF 3.1 3区 经济学 Q1 ECONOMICS
Ion-Iulian Marinescu , Nawazish Mirza , Alexandra Horobet , Lucian Belascu
{"title":"对冲不确定性:比特币的非对称多样化有利于基于因素的投资组合","authors":"Ion-Iulian Marinescu ,&nbsp;Nawazish Mirza ,&nbsp;Alexandra Horobet ,&nbsp;Lucian Belascu","doi":"10.1016/j.qref.2025.102015","DOIUrl":null,"url":null,"abstract":"<div><div>This paper examines the benefits of adding Bitcoin in a portfolio framework that also includes the five Fama-French risk factor portfolios in periods of low versus high US economic policy uncertainty (EPU). The empirical investigation utilizes data spanning from 2015 to 2023 and follows a two-step methodological approach. First, the US EPU monthly time series is segmented in sub-periods characterized by high and low EPU, determined using the Bai-Perron structural breaks test. Secondly, we employ the mean-CVaR portfolio optimization approach that seeks to maximize risk-adjusted expected returns on portfolios that are formed with and without Bitcoin. We find that the optimal weight of Bitcoin asset increases and subsequently the risk-adjusted performance of the Bitcoin portfolio improves in periods of high EPU, as opposed to periods of low EPU. Our results are robust to rolling estimation windows, different rebalance frequencies and alternative portfolio construction techniques. This asymmetric impact is critical and should be incorporated in portfolio decisions, as it shows that Bitcoin is most useful as a diversifier in periods where the economic uncertainty is relatively high. The obtained results also reinforce the idea that crypto assets are independent from the existing financial system.</div></div>","PeriodicalId":47962,"journal":{"name":"Quarterly Review of Economics and Finance","volume":"102 ","pages":"Article 102015"},"PeriodicalIF":3.1000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Hedging uncertainty: Bitcoin's asymmetric diversification benefits in factor-based portfolios\",\"authors\":\"Ion-Iulian Marinescu ,&nbsp;Nawazish Mirza ,&nbsp;Alexandra Horobet ,&nbsp;Lucian Belascu\",\"doi\":\"10.1016/j.qref.2025.102015\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper examines the benefits of adding Bitcoin in a portfolio framework that also includes the five Fama-French risk factor portfolios in periods of low versus high US economic policy uncertainty (EPU). The empirical investigation utilizes data spanning from 2015 to 2023 and follows a two-step methodological approach. First, the US EPU monthly time series is segmented in sub-periods characterized by high and low EPU, determined using the Bai-Perron structural breaks test. Secondly, we employ the mean-CVaR portfolio optimization approach that seeks to maximize risk-adjusted expected returns on portfolios that are formed with and without Bitcoin. We find that the optimal weight of Bitcoin asset increases and subsequently the risk-adjusted performance of the Bitcoin portfolio improves in periods of high EPU, as opposed to periods of low EPU. Our results are robust to rolling estimation windows, different rebalance frequencies and alternative portfolio construction techniques. This asymmetric impact is critical and should be incorporated in portfolio decisions, as it shows that Bitcoin is most useful as a diversifier in periods where the economic uncertainty is relatively high. The obtained results also reinforce the idea that crypto assets are independent from the existing financial system.</div></div>\",\"PeriodicalId\":47962,\"journal\":{\"name\":\"Quarterly Review of Economics and Finance\",\"volume\":\"102 \",\"pages\":\"Article 102015\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Quarterly Review of Economics and Finance\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1062976925000560\",\"RegionNum\":3,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Quarterly Review of Economics and Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1062976925000560","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0

摘要

本文研究了在投资组合框架中添加比特币的好处,该框架还包括在美国经济政策不确定性(EPU)低与高时期的五个Fama-French风险因素投资组合。该实证调查利用了2015年至2023年的数据,并采用了两步方法。首先,使用Bai-Perron结构断裂检验将美国EPU月时间序列分割为以高EPU和低EPU为特征的子周期。其次,我们采用均值cvar投资组合优化方法,旨在最大化有和没有比特币的投资组合的风险调整后的预期回报。我们发现比特币资产的最优权重增加,随后比特币投资组合的风险调整绩效在高EPU时期有所改善,而不是低EPU时期。我们的结果对滚动估计窗口、不同的再平衡频率和可选择的投资组合构建技术具有鲁棒性。这种不对称的影响是至关重要的,应该纳入投资组合决策,因为它表明,在经济不确定性相对较高的时期,比特币作为一种多元化工具最有用。获得的结果也强化了加密资产独立于现有金融体系的观点。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hedging uncertainty: Bitcoin's asymmetric diversification benefits in factor-based portfolios
This paper examines the benefits of adding Bitcoin in a portfolio framework that also includes the five Fama-French risk factor portfolios in periods of low versus high US economic policy uncertainty (EPU). The empirical investigation utilizes data spanning from 2015 to 2023 and follows a two-step methodological approach. First, the US EPU monthly time series is segmented in sub-periods characterized by high and low EPU, determined using the Bai-Perron structural breaks test. Secondly, we employ the mean-CVaR portfolio optimization approach that seeks to maximize risk-adjusted expected returns on portfolios that are formed with and without Bitcoin. We find that the optimal weight of Bitcoin asset increases and subsequently the risk-adjusted performance of the Bitcoin portfolio improves in periods of high EPU, as opposed to periods of low EPU. Our results are robust to rolling estimation windows, different rebalance frequencies and alternative portfolio construction techniques. This asymmetric impact is critical and should be incorporated in portfolio decisions, as it shows that Bitcoin is most useful as a diversifier in periods where the economic uncertainty is relatively high. The obtained results also reinforce the idea that crypto assets are independent from the existing financial system.
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
6.00
自引率
2.90%
发文量
118
期刊介绍: The Quarterly Review of Economics and Finance (QREF) attracts and publishes high quality manuscripts that cover topics in the areas of economics, financial economics and finance. The subject matter may be theoretical, empirical or policy related. Emphasis is placed on quality, originality, clear arguments, persuasive evidence, intelligent analysis and clear writing. At least one Special Issue is published per year. These issues have guest editors, are devoted to a single theme and the papers have well known authors. In addition we pride ourselves in being able to provide three to four article "Focus" sections in most of our issues.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信