A WEIGHTED NADARAJAH AND HAGHIGHI DISTRIBUTION

被引:0
|
作者
Khan, Muhammad Nauman [1 ]
Saboor, Abdus [1 ]
Cordeiro, Gauss M. [2 ]
Nazir, Mamoona [1 ]
Pescim, Rodrigo R. [3 ]
机构
[1] Kohat Univ Sci & Technol, Dept Math, Kohat, Pakistan
[2] Univ Fed Pernambuco, Dept Estat, BR-50740540 Recife, PE, Brazil
[3] Univ Estadual Londrina, Dept Estat, BR-86057970 Londrina, PR, Brazil
关键词
Maximum likelihood estimation; Monte Carlo simulation; Weibull distribution; Weighted distribution;
D O I
暂无
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We propose and study a two-parameter weighted Nadarajah and Haghighi distribution. The new distribution can be viewed as an alternative model to some of the classical two-parameter distributions such as the Weibull, gamma, exponentiated half-logistic and exponentiated exponential distributions. We explore some of its mathematical properties. The maximum likelihood estimation method is adopted to estimate the model parameters. A Monte Carlo simulation study is performed to assess the adequacy of the estimates. We compare the fits of the proposed distribution and other competitive models to three real data sets.
引用
收藏
页码:133 / 140
页数:8
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