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Speculative trading and WTI crude oil futures price movement: An empirical analysis

机译:投机交易与WTI原油期货价格走势:一项实证分析

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摘要

Based on the historical data of CFTC's Commitments of Traders (COT) reports from 2007 to 2010, this paper empirically studies the influence of speculators' positions on WTI crude oil futures returns. The results indicate that, first, the instantaneous feedback of speculators' position change on crude oil price return proves statistically significant and dominates the linear feedback relationship between them during the sample period although speculation does not appear a significant driver of crude oil price movement in the lead-and-lag sense. Second, the contemporaneous influence of speculators' positions on oil price takes evident linearity but weak nonlinearity. Third, when oil price has high (low) volatility, non-commercials' position change may exert a significant (insignificant) linear shock on oil price returns. And whether crude oil price stays in high or low volatility, the nonlinear influence does not appear significant. Finally, the linear influence appears symmetric when crude oil price goes up and down, but the nonlinear influence takes asymmetric feature; and neither of linear and nonlinear influence is symmetric when crude oil price experiences high and low volatility.
机译:基于CFTC的2007年至2010年交易者承诺报告的历史数据,本文以实证研究投机者的头寸对WTI原油期货收益的影响。结果表明,首先,投机者的仓位变化对原油价格收益的瞬时反馈被证明具有统计学意义,并在抽样期间支配着他们之间的线性反馈关系,尽管投机行为似乎并没有成为原油价格走势的重要驱动力。超前和滞后感。其次,同时期投机者对石油价格的影响呈现出明显的线性,但非线性较弱。第三,当油价具有高(低)波动性时,非商业仓位的变化可能会对油价收益产生重大(微不足道)的线性冲击。而且,无论原油价格保持高波动还是低波动,非线性影响似乎都不显着。最后,当原油价格上下波动时,线性影响呈对称性,但非线性影响具有非对称性。当原油价格经历高低波动时,线性和非线性影响都不对称。

著录项

  • 来源
    《Applied Energy》 |2013年第7期|394-402|共9页
  • 作者

    Yue-Jun Zhang;

  • 作者单位

    School of Management and Economics. Beijing Institute of Technology, Beijing 100081, China,Center for Energy & Environmental Policy Research, Beijing Institute of Technology, Beijing 100081, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    crude oil price; hedge funds; speculation; linear feedback; COT reports;

    机译:原油价格;对冲基金;投机线性反馈;COT报告;

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