基本金属和金银商品资产的风险收益权衡是否成立?贝叶斯变化点分析

S. Jena, A. Tiwari
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引用次数: 0

摘要

风险收益权衡是组合投资的基础,其稳定性对组合优化至关重要。由于这种关系是动态的,因此投资组合经理应该确切地知道变化点以及变化期的持续时间。首先,我们进行了贝叶斯变化点分析,然后根据分析结果,研究确定了两种最受欢迎的商品(即铜和黄金)中统计方差相等的制度以及相应的平均回报率。研究发现,风险收益权衡并不稳定。此外,在较高的波动率体系中,只有黄金可以被视为可多样化的商品,因为它的风险收益权衡是正的。但在低波动率制度下,由于风险-收益关系变为负数,两种商品都失去了多样化特性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Does Risk Return Trade-off Hold in Base Metal and Bullion Commodity Assets? A Bayesian Change Point Analysis
The risk-return trade-off is fundamental to portfolio investing whose stability is critical for portfolio optimisation. Since the relationship is dynamic, the portfolio manager should know the point of change and, thereafter duration of the changed period with certainty. First, we have done Bayesian change point analysis, and then based on the analysis, the study identifies the regimes having equal statistical variance along with the corresponding average return in two most popular commodities, that is, copper and gold. It is found that risk-return trade-off is not stable. Further, in a higher volatility regime, only gold can be considered as a diversifiable commodity because a positive risk-return trade-off holds. But in a low volatility regime, both commodities lose their diversification properties as the risk-return relation becomes negative.
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