A Bivariate Generalization of Gamma Distribution

被引:4
|
作者
Van Den Berg, J. [1 ]
Roux, J. J. J. [1 ]
Bekker, A. [1 ]
机构
[1] Univ Pretoria, Dept Stat, ZA-0002 Pretoria, South Africa
基金
新加坡国家研究基金会;
关键词
Bivariate characteristic function; Laguerre polynomial; Non central; Product; Ratio; Rainfall data; 62E20;
D O I
10.1080/03610926.2011.633202
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 article, a bivariate generalisation of the gamma distribution is proposed by using an unsymmetrical bivariate characteristic function; an extension to the non central case also receives attention. The probability density functions of the product and ratio of the correlated components of this distribution are also derived. The benefits of introducing this generalized bivariate gamma distribution and the distributions of the product and the ratio of its components will be demonstrated by graphical representations of their density functions. An example of this generalized bivariate gamma distribution to rainfall data for two specific districts in the North West province is also given to illustrate the greater versatility of the new distribution.
引用
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页码:3514 / 3527
页数:14
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