Volatility Persistence and Asymmetry Under the Microscope: The Role of Information Demand for Gold and Oil

Georgios Bampinas, Christina Rouska
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引用次数: 9

Abstract

This study explores the relationship between Google search activity and the conditional volatility of oil and gold spot market returns. By aggregating the volume of queries related to the two commodity markets in the spirit of Da et al. (2015), we construct a weekly Searching Volume Index (SVI) for each market as proxy of households and investors information demand. We employ a rolling EGARCH framework to reveal how the significance of information demand has evolved through time. We find that higher information demand increases conditional volatility in gold and oil spot market returns. Information flows from Google SVIs reduce the proportion of the significant volatility asymmetry produced by negative shocks in both commodity markets. The latter is more profound in the gold market.
显微镜下的波动性、持久性和不对称性:黄金和石油信息需求的作用
本研究探讨了谷歌搜索活动与石油和黄金现货市场回报的条件波动之间的关系。根据Da等人(2015)的精神,通过汇总与两个商品市场相关的查询量,我们为每个市场构建了每周搜索量指数(SVI),作为家庭和投资者信息需求的代理。我们采用滚动EGARCH框架来揭示信息需求的重要性是如何随着时间的推移而演变的。我们发现,更高的信息需求增加了黄金和石油现货市场回报的条件波动性。来自Google svi的信息流降低了两种大宗商品市场负面冲击产生的显著波动性不对称的比例。后者在黄金市场更为深刻。
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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