Truncated inverted generalized exponential distribution and its properties

被引:1
|
作者
Genc, Ali I. [1 ]
机构
[1] Cukurova Univ, Dept Stat, TR-01330 Adana, Turkey
关键词
Generalized exponential distribution; Inverted distribution; Lifetime distribution; Maximum likelihood; Truncated distribution; RELIABILITY ESTIMATION;
D O I
10.1080/03610918.2015.1125495
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
The inverted generalized exponential distribution is defined as an alternative model for lifetime data. The existence of moments of this distribution is shown to hold under some restrictions. However, all the moments exist for the truncated inverted generalized exponential distribution and closed-form expressions for them are derived in this article. The distributional properties of this truncated distribution are studied. Maximum likelihood estimation method is discussed for the estimation of the parameters of the distribution both theoretically and empirically. In order to see the modeling performance of the distribution, two real datasets are analyzed.
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页码:4654 / 4670
页数:17
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