On a New Transmuted Three-Parameter Lindley Distribution and Its Applications (Taburan Lindley Tiga Parameter Baharu yang Diubahsuai dan Pengaplikasiannya)

被引:1
|
作者
Xi, Yuhang [1 ]
Lu, Hezhi [1 ,2 ]
Liang, Fei
机构
[1] Guangzhou Univ, Sch Econ & Stat, Guangzhou 510006, Peoples R China
[2] Guangzhou Univ, Lingnan Res Acad Stat Sci, Guangzhou 510006, Peoples R China
来源
SAINS MALAYSIANA | 2024年 / 53卷 / 06期
关键词
Differential evolution algorithm; generalized Lindley distribution; hazard rate function; Renyi entropy; maximum likelihood estimation;
D O I
10.17576/jsm-2024-5306-16
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, a new transmuted three -parameter Lindley distribution ( TTHPLD ) is established using the transmutation map method, which includes the Lindley distribution, two -parameter Lindley distribution, transmuted two -parameter Lindley distribution and three -parameter Lindley distribution as special cases. The statistical properties of the TTHPLD model, which are based on moments, order statistics, hazard rate functions, reliability functions, and Renyi entropy, have been studied. Moreover, the maximum likelihood estimators ( MLE s) of the TTHPLD are obtained via differential evolution algorithms, and a simulation study is conducted to evaluate the consistency of the MLE s. Finally, the proposed distribution is applied to a real dataset and compared with other well-known models.
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页码:1427 / 1440
页数:14
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