A NOVEL WEIBULL MARSHALL-OLKIN POWER LOMAX DISTRIBUTION: PROPERTIES AND APPLICATIONS TO MEDICINE AND ENGINEERING

被引:2
作者
Moradi, Elham [1 ]
Ghazani, Zahra shokooh [1 ]
机构
[1] Islamic Azad Univ, Dept Stat & Math, Cent Tehran Branch, Tehran, Iran
来源
JOURNAL OF APPLIED MATHEMATICS & INFORMATICS | 2023年 / 41卷 / 06期
关键词
Power Lomax distribution; Marshall-Olkin family; stress-strength reliability; maximum likelihood estimation; Weibull distri- bution; statistical inference; FAMILY; MODEL;
D O I
10.14317/jami.2023.1275
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
. This paper introduced the Weibull Marshall-Olkin Power Lomax (WMOPL) distribution. The statistical aspects of the proposed model are presented, such as the quantiles function, moments, mean residual life and mean deviations, variance, skewness, kurtosis, and reliability measures like the residual life function, and stress-strength reliability. The parameters of the new model are estimated using six different methods, and simulation research is illustrated to compare the six estimation methods. In the end, two real data sets show that the Weibull Marshall-Olkin Power Lomax distribution is flexible and suitable for modeling data.
引用
收藏
页码:1275 / 1301
页数:27
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