Statistical Inference for Inverted Kumaraswamy Distribution Based on Dual Generalized Order Statistics

被引:5
作者
AL-Dayian, G. R. [1 ]
EL-Helbawy, A. A. [1 ]
Abd AL-Fattah, A. M. [1 ]
机构
[1] AL Azhar Univ, Girls Branch, Fac Commerce, Stat Dept, Cairo, Egypt
关键词
Inverted Kumaraswamy distribution; Maximum likelihood estimation; Bayesian estimation; Lower records; Monte Carlo simulation;
D O I
10.18187/pjsor.v16i4.2774
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, the shape parameters, reliability and hazard rate functions of the inverted Kumaraswamy distribution are estimated using maximum likelihood and Bayesian methods based on dual generalized order statistics. The Bayes estimators are derived under the squared error loss function as a symmetric loss function and the linear-exponential loss function as an asymmetric loss function based on dual generalized order statistics. Confidence and credible intervals for the parameters, reliability and hazard rate functions are obtained. All results are specialized to lower record values, also a numerical study is presented to illustrate the theoretical procedures.
引用
收藏
页码:649 / 660
页数:12
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