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Volatility and price information contained in selected agricultural futures options.

机译:选定的农业期货期权中包含的波动性和价格信息。

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摘要

This dissertation assesses the volatility and price information contained in selected agricultural futures options with respect to three important dimensions: (1) forecasts of future levels of volatility, (2) forecasts of the direction and magnitude of changes in future volatility, and (3) forecasts of subsequent futures prices in the presence of limit moves. First, options with different maturities are used to recover the implied forward volatility, a volatility forecast for non-overlapping future time intervals, and to generate the term structure of future volatility. Analyzing five commodities---corn, soybeans, soybean meal, wheat, and hogs---we find that the implied forward volatility dominates forecasts based on historical volatility information for the nearby interval of the term structure where predictive accuracy is affected by the commodity's characteristics. Unbiased and efficient corn and soybeans market forecasts are attributable to the well-established volatility during critical growing periods. For soybean meal, wheat, and hogs volatility is less predictable, and investors appear to demand a risk premium for bearing volatility risk. For more distant time intervals of the term structure, the implied forward volatility is less able to predict the direction and magnitude of future volatility changes, but continues to contain meaningful information. Second, options with identical maturities but different strike prices are used in a simultaneous estimation procedure to forecast futures prices when trading in the underlying contract is temporarily ceased. This procedure explicitly allows for changing implied volatilities by estimating the implied futures price and the implied volatility simultaneously. Our results show that the simultaneous estimation approach accounts for the abrupt changes in implied volatility associated with limit moves and generates more accurate price forecasts than conventional methods that rely on only one implied variable.
机译:本文从三个重要方面评估了选定的农业期货期权中的波动率和价格信息:(1)预测未来波动率的水平,(2)预测未来波动率的变化方向和幅度,以及(3)在存在限价变动的情况下对后续期货价格的预测。首先,使用具有不同到期日的期权来恢复隐含的前期波动率,对不重叠的未来时间间隔的波动率预测,并生成未来波动率的期限结构。分析五种商品-玉米,大豆,豆粕,小麦和猪-我们发现,隐含的正向波动率主导基于基于近期波动率信息的期限结构的近期区间的预测,其中预测精度受商品价格的影响特征。玉米和大豆市场的不偏不倚和高效的预测归因于关键生长期的公认波动性。对于豆粕,小麦和生猪而言,波动率难以预测,投资者似乎要求承担波动风险的风险溢价。对于期限结构的更远的时间间隔,隐含的正向波动率无法预测未来波动率变化的方向和幅度,但会继续包含有意义的信息。其次,当基础合约的交易暂时停止时,在同时估算程序中使用具有相同到期日但执行价格不同的期权来预测期货价格。通过同时估算隐含的期货价格和隐含的波动率,该程序明确允许更改隐含的波动率。我们的结果表明,与仅依赖一个隐含变量的常规方法相比,同步估计方法可解释与限价波动相关的隐含波动率的突然变化,并且可以生成更准确的价格预测。

著录项

  • 作者单位

    University of Illinois at Urbana-Champaign.;

  • 授予单位 University of Illinois at Urbana-Champaign.;
  • 学科 Economics Agricultural.; Economics Finance.
  • 学位 Ph.D.
  • 年度 2005
  • 页码 84 p.
  • 总页数 84
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 农业经济;财政、金融;
  • 关键词

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