投资组合绩效分析:加密货币的案例研究

Florin Aliu, Artor Nuhiu, P. Palka, Michaela Blahová
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引用次数: 1

摘要

该研究通过使用投资组合多样化技术来衡量与不同加密货币投资组合相关的风险水平。从2012年到2018年,每天收集加密货币的价格和交易量数据。根据不同类型和数量的加密货币构建了10个投资组合。研究结果证实,加密货币的平均数量与投资组合的平均风险水平之间存在负相关关系。在投资组合中加入更多的加密货币可以降低投资组合的多样化风险。当转向拥有更多加密货币的投资组合时,平均波动率和平均相关系数都会下降。平均回报与投资组合理论相悖,后者认为风险越大的投资组合提供的日加权平均回报就越少,反之亦然。研究结果为个人投资者和金融机构提供了有关加密货币投资组合风险特征的指示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Portfolio performance analysis: a case study of cryptocurrencies
The study measures the risk level linked with different portfolios of cryptocurrencies by using portfolio diversification techniques. Data on prices and trade volumes of cryptocurrencies were collected on a daily basis, from 2012 till 2018. Ten portfolios were constructed based on diverse types and numbers of cryptocurrencies. The results of the study confirm a negative relationship between the average number of cryptocurrencies and the average risk level of the portfolio. Involving more cryptocurrencies within the portfolio reduces the diversification risk of the portfolio. The average volatility and average correlation coefficient both drop when moving towards portfolios with more cryptocurrencies. Average returns stand against portfolio theories, where more risky portfolios offer less daily weighted average returns and the other way around. Outcomes of the study provide indications for the individual investors and financial institutions on the risk characteristic attached to the portfolio of cryptocurrencies.
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