论文标题
使用加密货币进行投资 - 评估其投资组合分配策略的潜力
Investing with Cryptocurrencies -- evaluating their potential for portfolio allocation strategies
论文作者
论文摘要
在过去的几年中,加密货币(CCS)的市值迅速上升。尽管价格波动惊人,但他们的高平均收益仍引起了CCS作为投资组合和风险管理的替代投资资产的关注。当他们将加密货币视为其传统资产投资组合的补充时,我们研究了不同类型的投资者的公用事业收益。我们考虑规避风险,寻求回报以及多元化的投资者,这些投资者以不同的分配频率进行交易,即每天,每周或每月。研究了最受欢迎的投资组合构建规则,包括均值变化优化,风险 - 准则和最大多样化策略,以及合并的策略,研究了样本外的性能和多元化好处。为了说明CC市场流动性低,我们通过Libro方法纳入了流动性限制。我们的结果表明,CCS可以改善投资组合的风险返回概况。特别是,最大程度的多元化策略(最大化投资组合多元化指数,PDI)可显着利用CCS,并且跨度测试清楚地表明,CC返回是对投资宇宙的非冗余。尽管我们的分析还表明,CCS的流动性不足有可能逆转结果。
Cryptocurrencies (CCs) have risen rapidly in market capitalization over the last years. Despite striking price volatility, their high average returns have drawn attention to CCs as alternative investment assets for portfolio and risk management. We investigate the utility gains for different types of investors when they consider cryptocurrencies as an addition to their portfolio of traditional assets. We consider risk-averse, return-seeking as well as diversificationpreferring investors who trade along different allocation frequencies, namely daily, weekly or monthly. Out-of-sample performance and diversification benefits are studied for the most popular portfolio-construction rules, including mean-variance optimization, risk-parity, and maximum-diversification strategies, as well as combined strategies. To account for low liquidity in CC markets, we incorporate liquidity constraints via the LIBRO method. Our results show that CCs can improve the risk-return profile of portfolios. In particular, a maximum-diversification strategy (maximizing the Portfolio Diversification Index, PDI) draws appreciably on CCs, and spanning tests clearly indicate that CC returns are non-redundant additions to the investment universe. Though our analysis also shows that illiquidity of CCs potentially reverses the results.