IF 6.3 2区 经济学 Q1 BUSINESS, FINANCE Research in International Business and Finance Pub Date : 2025-02-21 DOI:10.1016/j.ribaf.2025.102828
Zhan Wang , Xiang Gao , Jiahao Gu
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引用次数: 0

摘要

本文开发了一种与投资者预期行为相对应的量化方法来衡量证券风险。从投资者的效用最大化条件出发,本文论证了前景投资者应通过降低损失概率来最小化其前景风险暴露,同时在面临损失时最大化损失分散度。重要的是,在代币市场中,投资者会表现出更多的行为偏差,因为他们在应对极端尾部风险的同时,还期望获得可观的正收益,因此前景风险管理更为有用。本文的实证分析表明,持有前景风险态度的加密货币投资者在面临中等损失概率水平时倾向于寻求风险,他们每月最多会放弃 150 个基点来追求更高的波动性。基于这种收益可预测性,代币投资者可以根据损失概率和损失分散度对代币和股票资产进行排序,从而制定投资组合策略,并获得优异的后续收益;基于前景投资策略,股票和比特币的适当组合可以产生0.4左右的夏普比率,远高于纯市场指数或纯比特币投资的夏普比率。
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Can cryptocurrencies improve portfolio diversification? Evidence from the prospect risk perspective
This paper develops a quantitative approach to measure the security’ risk that corresponds to investors’ prospect behaviors. From the investor’s utility maximization condition, this paper demonstrates that a prospect investor should minimize his/her exposure to prospect risk by reducing the probability of loss while maximizing loss dispersion if he/she faces loss. Importantly, in token markets, investors exhibit more behavioral bias because they expect significant positive returns while grappling with extreme tail risk, and thus prospect risk management is more useful. The empirical analysis of this paper suggests that cryptocurrencies investors with prospect risk attitudes tend to seek risk when facing a moderate loss probability level, and they would give up at most 150 bps each month to pursue higher volatility. Based on this return predictability, token investors could develop portfolio strategies by ranking token and equity assets according to their probability of loss and loss dispersion and generate superior subsequent returns; appropriate combination of equity and bitcoin could generate Sharpe ratio around 0.4 based on prospect investment strategies, which is much higher than Sharpe ratio of pure market index or pure bitcoin investment.
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来源期刊
CiteScore
11.20
自引率
9.20%
发文量
240
期刊介绍: Research in International Business and Finance (RIBAF) seeks to consolidate its position as a premier scholarly vehicle of academic finance. The Journal publishes high quality, insightful, well-written papers that explore current and new issues in international finance. Papers that foster dialogue, innovation, and intellectual risk-taking in financial studies; as well as shed light on the interaction between finance and broader societal concerns are particularly appreciated. The Journal welcomes submissions that seek to expand the boundaries of academic finance and otherwise challenge the discipline. Papers studying finance using a variety of methodologies; as well as interdisciplinary studies will be considered for publication. Papers that examine topical issues using extensive international data sets are welcome. Single-country studies can also be considered for publication provided that they develop novel methodological and theoretical approaches or fall within the Journal''s priority themes. It is especially important that single-country studies communicate to the reader why the particular chosen country is especially relevant to the issue being investigated. [...] The scope of topics that are most interesting to RIBAF readers include the following: -Financial markets and institutions -Financial practices and sustainability -The impact of national culture on finance -The impact of formal and informal institutions on finance -Privatizations, public financing, and nonprofit issues in finance -Interdisciplinary financial studies -Finance and international development -International financial crises and regulation -Financialization studies -International financial integration and architecture -Behavioral aspects in finance -Consumer finance -Methodologies and conceptualization issues related to finance
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