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上证指数和恒生指数的copula尾部相关性分析 被引量:54

Tail Dependence Analysis of SZI & HSI Based on Copula Method
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摘要 通过分析连接函数(copu la)的尾部相关性揭示上证指数和恒生指数的相关性。实证表明,在众多具有非对称尾部相关特性的A rch im edean copu la函数中,用G um bel-Hougard copu la对上证指数和恒生指数进行尾部相关性分析是最优的,两者具有较好的上尾相关性,且量化后的相关性能够预测股票市场的变化。 The correlations between ShangZheng Index and Hangseng Index are studied in this paper by using tail dependence of copula functions. The results show that among some of Archimedean copulas which include asymmetric tail dependence properties, Gumbel-Hougard copula is selected to analyse the tail dependence on ShangZheng Index and Hangseng Index, the research results indicate that the two indexes' correlation can be characterized through upper tail dependence, and the tail quantified dependence could forecast the change in stock market in the future.
作者 李悦 程希骏
出处 《系统工程》 CSCD 北大核心 2006年第5期88-92,共5页 Systems Engineering
基金 国家自然科学基金资助项目(10201029)
关键词 COPULA 尾部相关性 经验分布函数 Copula Tail Dependence Empirical Distribution Function
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参考文献13

  • 1Nelsen R B.An introduction to copulas[M].New York:Springer-Verlag,1999.
  • 2Juri A,Wutrich M V.Copula convergence theorems for tail events[J].Insurance Mathematics and Economics,2002,30(3):405~420.
  • 3Joe H.Multivariate models and dependence concepts[M].London:Chapman & Hall,1997.
  • 4Beatriz Vaz de Melo Mendes,Rafael Martins de Souza.Measuring financial risks with copulas[J].International Review of Financial Analysis,2004,13:27~45.
  • 5Durrleman V,Noleghbali A,Roncalli T.Which copula is the right one?[Z].2000.
  • 6Frees W E,Valdez E A.Understanding relationships using copulas[J].North Am.Actuarial Journal,1998,2:1~25.
  • 7Frahm G,Junker M,Schmidt R.Estimating the tail-dependence coefficient:properties and pitfalls[J].Insurance:Mathematics and Economics,2005,37:80~100.
  • 8De Matteis R,McNeil A.Fitting copulas to data[D].Institute of Mathematics of the University of Zurich,2001.
  • 9Hurlimann W.Fitting bivariate cumulative returns with copulas[J].Computational Statistics & Data Analysis,2004,45:355~372.
  • 10史道济,阮明恕,王毓娥.多元极值分布随机向量的抽样方法[J].应用概率统计,1997,13(1):75-80. 被引量:28

二级参考文献16

  • 1[1]Nelsen, R. B (1998), An Introduction to Copulas, Lectures Notes in Statistics, 139,Springer Verlag, New York.
  • 2[2]Embrechts, P., Lindskog, F. And McNeil, A. (2001), Modelling Dependence with Copulas and Applications to Risk Management. Dept. of Math. CH-8092, Zürich, Switzerland.
  • 3[3]Bouyé, E. (2000), Copulas for Finance, A Reading Guide and Some Applications. City University Business School,London.
  • 4Frees E W, Valdez E A. Understanding relationships using Copulas [ J ]. North American Actuarial Journal, 1998, 2(1): 1-25.
  • 5Nelsen R B. An introduction to Copulas [ M]. New York: Springer, 1998.
  • 6Genest C, MacKay J. The joy of Copulas: bivariate distributions with uniform marginals[J ]. American Statistician, 1986, 40(2) : 280-283.
  • 7Juri A, Wutrich M V. Copula convergence theorems for tail events[J]. Insurance Math~rtaties and Economies, 2002, 30(3) : 405-420.
  • 8史道济,Proc 50th Sess Int Statist Inst,1995年
  • 9史道济,Acta Math Sin New Ser,1995年,11卷,421页
  • 10史道济,Applied Mathmatics-A Jnal of Chinese Universites B,1995年,10卷,61页

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