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Dynamically Hedging Oil and Currency Futures Using Receding Horizontal Control and Stochastic Programming.

机译:使用后退水平控制和随机规划动态对冲石油和货币期货。

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摘要

There is a lack of research in the area of hedging future contracts, especially in illiquid or very volatile market conditions. It is important to understand the volatility of the oil and currency markets because reduced fluctuations in these markets could lead to better hedging performance. This study compared different hedging methods by using a hedging error metric, supplementing the Receding Horizontal Control and Stochastic Programming (RHCSP) method by utilizing the London Interbank Offered Rate with the Levy process. The RHCSP hedging method was investigated to determine if improved hedging error was accomplished compared to the Black-Scholes, Leland, and Whalley and Wilmott methods when applied on simulated, oil, and currency futures markets. A modified RHCSP method was also investigated to determine if this method could significantly reduce hedging error under extreme market illiquidity conditions when applied on simulated, oil, and currency futures markets. This quantitative study used chaos theory and emergence for its theoretical foundation. An experimental research method was utilized for this study with a sample size of 506 hedging errors pertaining to historical and simulation data. The historical data were from January 1, 2005 through December 31, 2012. The modified RHCSP method was found to significantly reduce hedging error for the oil and currency market futures by the use of a 2-way ANOVA with a t test and post hoc Tukey test. This study promotes positive social change by identifying better risk controls for investment portfolios and illustrating how to benefit from high volatility in markets. Economists, professional investment managers, and independent investors could benefit from the findings of this study.
机译:在对冲未来合约方面,尤其是在流动性不佳或市场状况非常不稳定的情况下,缺乏研究。重要的是要了解石油和货币市场的波动性,因为减少这些市场的波动可能会导致更好的对冲表现。这项研究通过使用套期保值误差指标比较了不同的套期保值方法,通过使用伦敦银行同业拆借利率和征费过程来补充后退水平控制和随机规划(RHCSP)方法。研究了RHCSP套期保值方法,以确定当应用于模拟,石油和货币期货市场时,与Black-Scholes,Leland,Whalley和Wilmott方法相比,是否实现了改善的套期误差。还研究了一种改进的RHCSP方法,以确定在应用于模拟,石油和货币期货市场时,在极端市场流动性不足的情况下,该方法是否可以显着减少对冲误差。这项定量研究使用了混沌理论及其出现作为其理论基础。本研究采用实验研究方法,样本大小为506个与历史和模拟数据有关的对冲误差。历史数据是从2005年1月1日到2012年12月31日。发现改进的RHCSP方法通过在测试和事后Tukey测试中使用两方方差分析,可以大大减少石油和货币市场期货的套期保值误差。 。这项研究通过确定更好的投资组合风险控制并说明如何从市场高波动中受益,从而促进了积极的社会变革。经济学家,专业投资经理和独立投资者可以从这项研究中受益。

著录项

  • 作者

    Cottrell, Paul Edward.;

  • 作者单位

    Walden University.;

  • 授予单位 Walden University.;
  • 学科 Finance.;Economics.;Energy.
  • 学位 Ph.D.
  • 年度 2015
  • 页码 211 p.
  • 总页数 211
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 建筑科学;
  • 关键词

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