Exploiting the Dynamics of Commodity Futures Curves

R. Bianchi, John Hua Fan, J. Miffre, T. Zhang
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Abstract

The article models the term structure of commodity futures prices using the Nelson-Siegel framework. Exploiting the information embedded in the level, slope, and curvature parameters, we develop novel investment strategies that assume short-term continuation of recent parallel, twist or butterfly movements of futures curves. Systematic strategies based on changes in the slope and curvature generate statistically significant profits uncorrelated to previously documented commodity factors. The information content embedded in the curvature parameter appears to be sensitive to market frictions, but the strategy based on the slope parameter remains profitable net of transaction costs and is valuable as an overlay to traditional commodity portfolios.
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利用商品期货曲线的动态
本文采用尼尔森-西格尔框架对商品期货价格的期限结构进行建模。利用嵌入在水平,斜率和曲率参数中的信息,我们开发了新的投资策略,假设近期期货曲线的平行,扭曲或蝴蝶运动的短期延续。基于斜率和曲率变化的系统策略产生与先前记录的商品因素无关的统计上显著的利润。嵌入在曲率参数中的信息内容似乎对市场摩擦敏感,但基于斜率参数的策略仍然是有利可图的交易成本,并且作为传统商品投资组合的覆盖是有价值的。
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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