A New Two-parameter Distribution-G Family: Properties and Applications

被引:0
|
作者
Khaoula, Aidi [1 ]
Ahmad, Abd EL-Baset A. [2 ]
Seddik-Ameur, N. [1 ]
机构
[1] Univ Badji Mokhtar, Lab Probabil & Stat LaPS, Annaba, Algeria
[2] Assiut Univ, Dept Math, Assiut 71515, Egypt
关键词
Censorship; Goodness-of-fit test; Moments; Moment generating function; Maximum likelihood estimation; Markov Chain Monte Carlo; TESTS;
D O I
10.1285/i20705948v16n3p614
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, a new family of lifetime distributions called new two-parameter distribution-G family is introduced. This family includes some new distributions such as new two-parameter distribution-generalized linear exponential family. Some statistical properties of the proposed distribution are obtained, such as the hazard rate function, moments, moment generating function and order statistics. We discuss the estimation of the distribution parameters by method of maximum likelihood in both of complete and right censored cases. A modified criteria test is developed to fit this new model when the parameters are unknown and data are right censored. The performances of the methods used are demonstrated by an intensive simulation study whether the usefulness and the versatility in practical applications of this distribution is illustrated by means of real data sets.
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页码:614 / 638
页数:26
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