Macro News and Commodity Returns

G. Caporale, Fabio Spagnolo, Nicola Spagnolo
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引用次数: 46

Abstract

This paper adopts a VAR-GARCH approach to model the dynamic linkages between both the mean and the variance of macro news and commodity returns (Gold, Corn, Wheat, Soybeans, Silver, Platinum, Palladium, Copper, Aluminium and Crude Oil) over the period 01/01/2001-26/09/2014. The chosen specification also controls for the effect of the exchange rate. The results can be summarised as follows. Mean spillovers running from news to commodity returns are positive with the exception of Gold and Silver. Volatility spillovers are bigger in size and affect most commodity returns. Both first and second moment linkages are stronger in the post-September 2008 period. Overall, our findings confirm that commodities, despite not being financial assets, are sensitive to macro news (especially their volatility), and also suggest that the global financial crisis has strengthened such linkages.
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宏观新闻和商品回报
本文采用VAR-GARCH方法对2001年1月1日至2014年9月26日期间宏观新闻均值和方差与大宗商品(黄金、玉米、小麦、大豆、白银、铂金、钯金、铜、铝和原油)收益之间的动态联系进行建模。所选择的规范还控制汇率的影响。结果可以总结如下。除了黄金和白银外,从新闻到大宗商品回报的平均溢出效应是积极的。波动性溢出效应的规模更大,影响到大多数大宗商品的回报。在2008年9月之后的时期,第一时刻和第二时刻的联系都更为紧密。总体而言,我们的研究结果证实,大宗商品尽管不是金融资产,但对宏观新闻(尤其是其波动性)很敏感,并且还表明全球金融危机加强了这种联系。
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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