Some Results for Beta Frechet Distribution

被引:64
作者
Barreto-Souza, Wagner [2 ]
Cordeiro, Gauss M. [1 ]
Simas, Alexandre B. [3 ]
机构
[1] Univ Fed Rural Pernambuco, Dept Estatist & Informat, BR-50171900 Recife, PE, Brazil
[2] Univ Fed Pernambuco, Dept Estatist, Recife, PE, Brazil
[3] Associacao Inst Nacl Matemat Pura & Aplicada, Rio De Janeiro, Brazil
关键词
Beta distribution; Exponentiated Frechet; Frechet distribution; Information matrix; Maximum likelihood estimation;
D O I
10.1080/03610920903366149
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
070103 [概率论与数理统计]; 140311 [社会设计与社会创新];
摘要
Nadarajah and Gupta (2004) introduced the beta Frechet (BF) distribution, which is a generalization of the exponentiated Frechet (EF) and Frechet distributions, and obtained the probability density and cumulative distribution functions. However, they did not investigate the moments and the order statistics. In this article, the BF density function and the density function of the order statistics are expressed as linear combinations of Frechet density functions. This is important to obtain some mathematical properties of the BF distribution in terms of the corresponding properties of the Frechet distribution. We derive explicit expansions for the ordinary moments and L-moments and obtain the order statistics and their moments. We also discuss maximum likelihood estimation and calculate the information matrix which was not given in the literature. The information matrix is numerically determined. The usefulness of the BF distribution is illustrated through two applications to real data sets.
引用
收藏
页码:798 / 811
页数:14
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