Normal scale mixtures and dual probability densities

被引:52
作者
Gneiting, T [1 ]
机构
[1] Univ Bayreuth, Dept Math, D-95440 Bayreuth, Germany
关键词
dual density; normal scale mixture; random variate generation;
D O I
10.1080/00949659708811867
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Let p be a probability density function representable as a scale mixture of normal probability densities. Whenever p is bounded, there is a dual density (p) over cap proportional to the characteristic function of p. We present numerous examples for pairs of dual probability densities representable as normal scale mixtures, among them generalized hyperbolic, Student's t and McKay's Bessel function, symmetric stable and exponential power, generalized logistic and generalized hyperbolic secant, alpha-Laplace or Linnik and generalized Cauchy densities.
引用
收藏
页码:375 / 384
页数:10
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