节点文献
EGARCH-GED模型在计量中国期货市场风险价值中的应用
Application of EGARCH-GED Model for Calculating Value at Risk in Chinese Futures Market
【摘要】 根据我国期货市场收益的基本特性,本文从收益的波动性与概率分布出发,建立了能准确度量时变风险价值的EGARCH-GED模型,并与基于正态分布和t分布GARCH模型的风险价值计算效果进行了比较。结果表明,基于EGARCH-GED模型的风险价值能更好地刻画我国期货市场的市场风险。另外,对我国期货市场各交易品种的风险趋势进行了比较和解析。
【Abstract】 According to the basic characteristics of returns in Chinese futures market,the EGARCH-GED model for calculating value at risk based on volatility and probability distribution is developed and is compared with the GARCH models based on normal distribution and t-distribution.The results show that the EGARCHGED model for calculating value at risk is the most method to describe the market risk in Chinese futures market.In addition,the market risk trend of the returns are analyzed and compared in detail.
【关键词】 EGARCH;
广义误差分布;
风险价值;
后验测试;
【Key words】 EGARCH; general error distribution; value at risk; backtesting;
【Key words】 EGARCH; general error distribution; value at risk; backtesting;
【基金】 国家自然科学基金资助项目(70573044)
- 【文献出处】 管理工程学报 ,Journal of Industrial Engineering and Engineering Management , 编辑部邮箱 ,2007年01期
- 【分类号】F832.5;F224
- 【被引频次】72
- 【下载频次】1337