Uncertainty and Crude Oil Returns

Riadh Aloui, Rangan Gupta, S. Miller
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引用次数: 200

Abstract

We use a copula approach to investigate the effect of uncertainty on crude-oil returns. Using copulas to construct multivariate distributions of time-series data permit the calculation of the dependence structure between the series independently of the marginal distributions. Further, we implement the copula estimation using a rolling window method to allow for a time-varying effect of equity and economic policy uncertainty on oil returns. The results show that higher uncertainty, as measured by equity and economic policy uncertainty indices, significantly increase crude-oil returns only during certain periods of time. That is, we find a positive dependence prior to the financial crisis and Great Recession. Interestingly, estimation of the copula over the entire sample period leads to a negative dependence between the equity and economic policy indices and the crude-oil return.
不确定性和原油收益
我们使用一个联结方法来研究不确定性对原油收益的影响。利用copula构造时间序列数据的多元分布,可以独立于边际分布计算序列之间的依赖结构。此外,我们使用滚动窗口方法实现联结估计,以允许股权和经济政策不确定性对石油收益的时变影响。结果表明,以股票和经济政策不确定性指数衡量,较高的不确定性仅在特定时期内显著提高原油收益。也就是说,我们发现在金融危机和大衰退之前存在正依赖关系。有趣的是,对整个样本周期的联结关系的估计导致股票和经济政策指数与原油回报之间的负依赖关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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