Constructing generalized FGM copulas by means of certain univariate distributions

被引:29
作者
Fischer, Matthias [1 ]
Klein, Ingo [1 ]
机构
[1] Univ Erlangen Nurnberg, Dept Stat & Econometr, D-90403 Nurnberg, Germany
关键词
D O I
10.1007/s00184-006-0075-6
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper we focus on specific generalized Fairlie-Gumbel-Morgenstern (or Sarmanov) copulas which are generated by a single function (so-called generator or generator function) defined on the unit interval. In particular, we introduce a class of generators based on density-quantile functions of certain univariate distributions. Many of the generator functions from the literature are recovered as special cases. Moreover, two new generators are suggested, implying to new copulas. Finally, the opposite way around, it is shown how to calculate the univariate distribution which belongs to a given copula generator function.
引用
收藏
页码:243 / 260
页数:18
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