A new three parameter bathtub and increasing failure rate model with applications to real data

被引:0
作者
Muhammad, Mustapha [1 ,2 ]
Muhammad, Isyaku [3 ]
Bouchane, Mouna [4 ]
Aslam, Muhammad [5 ]
Musa, Sani [6 ]
Rano, Sadiya Ali [2 ]
机构
[1] Guangdong Univ Petrochem Technol, Dept Math, Maoming, Peoples R China
[2] Bayero Univ Kano BUK, Dept Math Sci, Kano, Nigeria
[3] Kano State Polytech, Sch Technol, Dept Mech Engn, Kano, Nigeria
[4] Hebei Normal Univ, Coll Math & Informat Sci, Key Lab Augmented Real, Shijiazhuang, Peoples R China
[5] Ural Fed Univ, Inst Phys & Technol, Mira Str 19, Ekaterinburg 620002, Russia
[6] Sule Lamido Univ, Dept Math & Comp Sci, Kafin Hausa, Nigeria
关键词
Mustapha type II distribution; Moments; Entropy; Maximum likelihood estimation; FAMILY;
D O I
10.18187/pjsor.v20i1.3614
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
This article introduces a new three -parameter model with an increasing and bathtub failure rate functions as an extension of the Mustapha type -II distribution (Mu -II). The model can be very useful in statistical studies, reliability, computer sciences and engineering. Various mathematical and statistical properties of the distribution are discussed, such as moments, mean deviations, Bonferroni and Lorenz curves, entropy, order statistic, and extreme value distributions. Moreover, we consider the bivariate extension of the new model. Statistical inferences by the maximum likelihood method are discussed and assess by simulation studies. Applications of the proposed model to two rightskewed data are presented for illustration. The new model provides a better fit than some other existing distribution as measured by some model selection criteria and goodness of fits statistics.
引用
收藏
页码:49 / 67
页数:19
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