A Novel Extension of Burhan Distribution: Theoretical Properties, Simulation Study and Practical Application

被引:0
作者
Alotaibi, Eid Sadun [1 ]
Alsubaie, Nahaa Eid [1 ]
Qayoom, Danish [2 ]
Rather, Aafaq A. [2 ]
机构
[1] Taif Univ, Alkhurmah Univ Coll, Dept Math & Stat, POB 11099, Taif 21944, Saudi Arabia
[2] Symbiosis Int, Symbiosis Stat Inst, Pune 411004, India
关键词
Burhan distribution; weighted approach; reliability analysis; ordered statistics; maximum likelihood estimation; simulation study;
D O I
10.1134/S1995080224607574
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, we present an innovative extension of Burhan distribution termed as Weighted Burhan distribution. A comprehensive exploration of the distinct structural properties of this newly proposed model is conducted including moments, survival function, hazard function, moment generating function, characteristics function, and cumulant generating function, likelihood ratio test, ordered statistics, and entropy measures. The parameters of the distribution are estimated by using maximum likelihood estimation method. Moreover, simulation methodologies are employed to assess the efficacy and robustness of maximum likelihood estimators. Finally, the performance of the proposed model is evaluated using a real life data set.
引用
收藏
页码:6224 / 6243
页数:20
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