Al-Saiary Zakeia A, Bakoban Rana A
Department of Statistics, College of Science, University of Jeddah, Jeddah 22254, Saudi Arabia.
Entropy (Basel). 2020 Oct 11;22(10):1144. doi: 10.3390/e22101144.
In this article, a new three parameters lifetime model called the Topp-Leone Generalized Inverted Exponential (TLGIE) Distribution is introduced. Various properties of the model are derived, including moments, quantile function, survival function, hazard rate function, mean deviation and mode. The method of maximum likelihood is used to estimate the unknown parameters. The properties of the maximum likelihood estimators using Fisher information matrix are studied. Three real data sets are applied for illustrative purpose of this study.
在本文中,引入了一种新的三参数寿命模型,称为托普 - 莱昂广义倒指数(TLGIE)分布。推导了该模型的各种性质,包括矩、分位数函数、生存函数、危险率函数、平均偏差和众数。使用最大似然法估计未知参数。研究了利用费希尔信息矩阵的最大似然估计量的性质。应用三个真实数据集来说明本研究。