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Bitcoin, gold, and commodities as safe havens for stocks: New insight through wavelet analysis

机译:比特币,黄金和商品作为股票的安全避风港:通过小波分析的新洞察力

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摘要

In this study, we compare the safe-haven properties of Bitcoin, gold, and the commodity index against world, developed, emerging, USA, and Chinese stock market indices for the period 20 July 2010-22 February 2018. We apply the wavelet coherency approach and show that the overall dependence between Bitcoin/gold/commodities and the stock markets is not very strong at various time scales, with Bitcoin being the least dependent. We study the diversification potential at the tail of the return distribution through wavelet value-at-risk (VaR) and reveal that the degree of co-movement between gold and stock returns affects the portfolio's VaR level. Specifically, the benefits of diversification vary in the time-frequency space, with Bitcoin exhibiting a superiority over both gold and commodities. Our findings are useful for investors and financial advisors searching for the best asset among Bitcoin, gold, and commodities to hedge extreme negative movements in stock market indices, while accounting for the heterogeneity in the horizons of investors. (C) 2020 Board of Trustees of the University of Illinois. Published by Elsevier Inc. All rights reserved.
机译:在这项研究中,我们将比特币,黄金和商品指数的避险特性进行比较2010年2月20日2010年7月20日的世界,开发,新兴,美国和中国股票市场指数的避风港。我们应用小波一致性方法并表明比特币/金/商品与股票市场之间的整体依赖性在各种时间尺度上并不是很强的,比特币是最不依赖的。我们通过小波值(var)来研究返回分布尾部的多样化潜力,并揭示黄金和股票回报之间的合作程度影响了投资组合的变量水平。具体而言,多元化的益处在时频空间中变化,比特币表现出金色和商品的优势。我们的研究结果对于寻找比特币,黄金和商品的最佳资产的投资者和财务顾问是有用的,以对冲股票市场指数的极端负面运动,同时占投资者视野的异质性。 (c)伊利诺伊大学的2020委员会。由elsevier Inc.出版的所有权利保留。

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