幂次半logistic -广义G幂级数类分布:性质及应用

Simbarashe Chamunorwa, B. Oluyede, Fastel Chipepa, B. Makubate, Chipo Zidana
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引用次数: 1

摘要

提出了一类新的广义分布——指数半logistic -广义G幂级数分布(EHL-GGPS)。我们在建议的分布中提出了一些特殊情况。本文还推导了EHL-GGPS分布的几个数学性质,包括阶统计量、矩和最大似然估计。对所选参数值进行了仿真研究,以检验最大似然估计的一致性。最后,给出了EHL-GGPS分布的一些实际数据应用,以说明这类分布的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exponentiated Half Logistic-Generalized G Power Series Class of Distributions: Properties and Applications
A new generalized class of distributions called the Exponentiated Half Logistic-Generalized G Power Series (EHL-GGPS) distribution is proposed. We present some special cases in the proposed distribution. Several mathematical properties of the EHL-GGPS distribution were also derived including order statistics, moments and maximum likelihood estimates. A simulation study for selected parameter values is presented to examine the consistency of the maximum likelihood estimates. Finally, some real data applications of the EHL-GGPS distribution are presented to illustrate the usefulness of the proposed class of distributions.
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