A multivariate pareto distribution

被引:14
|
作者
Hanagal, DD [1 ]
机构
[1] UNIV POONA,DEPT STAT,PUNE 411007,MAHARASHTRA,INDIA
关键词
maximum likelihood estimate; multivariate pareto model; property of dullness; system reliability;
D O I
10.1080/03610929608831779
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 introduce a new multivariate pareto (MVP) distribution with many interesting properties. we extend the results of characterization of univariate and bivariate pareto distributions given by Krishnaji (1970) and veenus and Nair (1994) respectively. We also extend the property of dullness of univariate pareto distribution given by Talwalkar (1980) to the multivariate pareto case. We obtain the maximum likelihood estimate (MLE) of the parameters and their asymptotic multivariate normal (AMVN) distributions. We propose large sample studentized test for testing independence and identical marginals of the components.
引用
收藏
页码:1471 / 1488
页数:18
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