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Realized volatility spillovers in the non-ferrous metal futures market

机译:有色金属期货市场中已实现的波动溢出

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摘要

In contrast to energy and precious metals commodities, relatively little is known about the volatility dynamics of base (or industrial) metals commodities. To address this deficiency, this paper employs a multivariate heterogeneous autoregressive (HAR) model to consider the volatility spillovers between the five of the most liquid and important non-ferrous metals contracts (aluminium, copper, lead, nickel, and zinc) traded on the London Metal Exchange using intraday data over the period June 2006-December 2012. This period encompasses both the surge in commodities prices associated with the burgeoning industrial demand of many emerging economies, especially China, resulting in market peaks in May 2007 and April 2008 and the subsequent negative reaction of base metals markets to the collapse of stock markets during the recent global financial crisis. The results show that the volatility series of other industrial metals appear to contain useful incremental information for future price volatility. However, the own dynamics are often sufficient for describing most future daily and weekly volatility, with the most pronounced volatility spillovers identified in the longer term. Combined together, the results in this study provide useful findings for exporter and importer countries dealing with the continuing volatility in these industrially important commodity markets.
机译:与能源和贵金属商品相反,对基本(或工业)金属商品的波动动态知之甚少。为了解决这一不足,本文采用多元异质自回归(HAR)模型来考虑在交易所交易的最具流动性和最重要的五个有色金属合约(铝,铜,铅,镍和锌)之间的波动溢出。伦敦金属交易所使用2006年6月至2012年12月期间的日内数据。这一时期包括大宗商品价格的上涨与许多新兴经济体(尤其是中国)新兴的工业需求相关,导致2007年5月和2008年4月的市场峰值以及在最近的全球金融危机期间,贱金属市场随后对股市崩盘的负面反应。结果表明,其他工业金属的波动性系列似乎包含有用的增量信息,可用于未来的价格波动。然而,自身的动力通常足以描述未来大多数日,周波动率,而从长期来看,波动率溢出最为明显。综合起来,本研究的结果为处理这些重要工业商品市场的持续波动的进出口国提供了有益的发现。

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