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Portfolio Optimization Model Of Conditional Value-at-Risk

机译:有条件风险价值的投资组合优化模型

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摘要

In the security market,return-loss distribution exist the severe phenomenon of excess kurtosis and heavy tail;meanwhile,method of Value at Risk itself cannot correspond with subadditivity,all of which make local optimal not be the whole optimal when selecting the optimal portfolio.For these problems,proceed from the theory for coherent risk measurement,we put forward a new technique of risk measure-Conditional Value at Risk(CVaR)-to measure market risk of portfolio,on which we build portfolio optimization model of Conditional Value at Risk and select the optimal portfolio with linear programming.Lastly,by applied studies,we find the fact that final result by selecting the optimal portfolio based on optimal model of Conditional Value at Risk is better than that of on optimal model of Value at Risk.
机译:在证券市场中,回损分布存在严重的峰度过大和拖尾重的现象;同时,风险价值方法本身不能与次可加性相对应,所有这些使得局部最优在选择最优投资组合时并不是整体最优。针对这些问题,从相干风险度量理论出发,提出了一种新的风险度量技术-有条件风险价值(CVaR)-来衡量投资组合的市场风险,并在此基础上建立了有条件风险价值的投资组合优化模型。最后,通过应用研究,我们发现基于条件风险价值最优模型选择最优投资组合的最终结果要好于风险价值最优模型。

著录项

  • 来源
  • 会议地点 Changsha(CN);Changsha(CN)
  • 作者

    Yonghong SHI; rnJianguo HAN;

  • 作者单位

    Linjie He@College of Business Administration,Hunan University,Changsha,410082,China--Lin Liang@School of Economics Management ,Changsha University of Science Technology,Hunan Province,P.R.China,410076--Chaoqun Ma@College of Business Administration,Hunan University,Changsha,410082,China--Xiaoyong Zhang@College of Business Administration,Hunan University,Changsha,410082,China--;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 金融、银行;
  • 关键词

    VaR; CVaR; Portfolio;

    机译:VaR; cvar;投资组合;

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