指数半逻辑奇林德利- g族分布及其应用

Whatmore Sengweni, B. Oluyede, B. Makubate
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引用次数: 8

摘要

提出了一种新的广义类模型,称为指数半Logistic奇数林德利- g分布(ehrol - g)。导出了结构性质的显式表达式,包括矩、条件矩、均值和中位数偏差、阶统计量的分布、概率加权矩和rsamunyi熵。我们应用极大似然估计技术来估计模型的参数,并进行了仿真研究,以检验极大似然估计器的效率。ehrol - weibull (ehrol - w)分布的特殊情况拟合到两个真实数据集上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The exponentiated half-logistic odd lindley-G family of distributions with applications
A new generalized family of models called the Exponentiated Half Logistic Odd Lindley-G (EHLOL-G) distribution is developed and presented. Some explicit expressions for the structural properties including moments, conditional moments, mean and median deviations, distribution of the order statistics, probability weighted moments and Rényi entropy are derived. We applied the maximum likelihood estimation technique to estimate the parameters of the model and a simulation study is conducted to examine the efficiency of the maximum likelihood estimators. The special case of the EHLOL-Weibull (EHLOL-W) distribution is fitted to two real data sets.
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