期刊文献+

基于极值理论的资产组合风险研究

Study for Portfolio Risk Based on Extreme Value Theory
下载PDF
导出
摘要 在金融系统中风险管理者十分关注投资风险的大小,尤其是在极端情况下的风险大小。市场风险值()是一种常用的度量风险的方法。本文将极值理论用于中国上证指数和深成指数市场风险值的度量,同时探讨了用极值理论评价资产组合风险的方法,并将其计算结果与基于正态分布同t分布的方法进行比较,发现采用极值理论度量市场风险值要优于经典的方法。 Financial Risk,especially under the extreme condition,is focused by ad ministrant in the finance system.Value-at-risk is a commonly used tool to measure risk.In t his paper the extreme value theory is applied to measure market risk and a metho dology is proposed to estimate portfolio risk.Finally,VaR calculation of extreme distribution is compared with that of the other methodologies,such as based on normal distribution or student t-distribution.The statistical test indicates tha t the effect of this method is better than others.
出处 《价值工程》 2004年第9期109-112,共4页 Value Engineering
基金 国家自然科学基金资助项目(项目编号70171059)
关键词 极值理论 资产组合 市场风险 风险研究 中国 度量 上证指数 大小 计算结果 方法 Value-at-Risk(VaR) extreme value theory portfolios heavy tail
  • 相关文献

参考文献9

  • 1Fisher, R.A. and Tippett, L.H.C., Limiting forms of the frequency distribution of largest or smallest member of a sample. Proc.Cambridge Philos. Soc. 1928(24),180 - 190. 被引量:1
  • 2Francois M. Longin From value at risk to stress testing:The extreme value approach [J] Journal of Banking & Finance 2000 (24)1097-1130. 被引量:1
  • 3Koedijk the tail index of exchange rate return [J]Journal of international economics, 1990(29) ,93-108. 被引量:1
  • 4Reiss, R,D and M.Thomas statical analysis of extreme values with applications to insurance,finance,hydrology and other fields [J] birkhauser verlay basel,1997.0. 被引量:1
  • 5Evis Kellezi Manfred Gilli Extreme Value Theory for Tail-Related Risk Measures the computational Finance 2000 conference, 31 May - 2 June 2000,London Business School. 被引量:1
  • 6flivio angelini An Analysis of Italian Financial Data Using Extreme Value Theory http://www.gloriamundi.org/picsresources/fa.pdf 2000( 1 ). 被引量:1
  • 7McNeil,A.J. Extreme Value theory for risk manages, http://www.gloriamundi.org/picsresources/maevt.pdf 1999(5). 被引量:1
  • 8Ramazan Gencay ,Faruk Selcuk, Abdurrahman Ulugulyagcy High Volatility, thick tails and extreme value theory in Value-at-Risk estimation. 被引量:1
  • 9Viviana Fernandez Extreme Value Theory and Value at Risk http://www.gloriamundi.org/picsresources/vf. pdf 2003(3). 被引量:1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部