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Asymmetric Volatility in Commodity Markets

机译:商品市场的不对称波动

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摘要

This paper examines the relationship between return volatility and the level ofreturns in commodity markets. We develop a simple commodity price model and showthat the volatility of price changes can be positively or negatively related to demandshocks depending on the demand and supply elasticities. We empirically examine thebehaviour of volatility using both time-series conditional volatility models andhistorical volatility measures for a range of commodities including agricultural products,energy, industrial metals and precious metals. An “inverse leverage effect” – theconditional volatility is higher following a positive shock -- is found in more than halfof the daily spot prices in time-series models. The effect is much weaker in 3-monthfutures market and monthly historical volatility measures. Only crude oil is found toexhibit a “leverage effect” – a higher volatility follows a negative shock, and the reasonis explored in the context of its special market structure.
机译:本文审查了回报波动与水平之间的关系 在商品市场回归。我们开发一个简单的商品价格模型和表演 价格变化的波动可能与需求有关或呈否定相关 冲击取决于需求和供应弹性。我们经验审查了 使用时间序列条件波动率模型的波动性的行为和 一系列商品包括农产品的历史波动措施, 能源,工业金属和贵金属。 “逆杠杆效应” - 该 在阳性冲击后有条件的波动性更高 - 在一半以上被发现 时间系列模型的日常点价格。 3个月的效果较弱 期货市场和月度历史波动措施。只发现原油 表现出“杠杆效应” - 波动率较高,遵循负面冲击,原因 在其特殊市场结构的背景下探讨。

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