A Modification of the Gompertz Distribution Based on the Class of Extended-Weibull Distributions

Mohammad Kazemi, A. Jafari, S. Tahmasebi
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引用次数: 1

Abstract

This paper introduces a new four-parameter extension of the generalized Gompertz distributions. This distribution involves somewell-knowndistributions such as extension of generalized exponential, generalized exponential, and generalizedGompertz distributions. In addition, it can have a decreasing, increasing, upside-down bathtub, and bathtub-shaped hazard rate function depending on its parameters. Some mathematical properties of this new distribution, such as moments, quantiles, hazard rate function, and reversible hazard rate function are obtained. In addition, the density function and the moments of the ordered statistics of this new distribution is provided. The parameters of model are estimated using the maximum likelihood method. Also, a real data set was used to illustrate the validity of the proposed distribution.
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基于一类扩展威布尔分布的Gompertz分布的修正
本文介绍了广义Gompertz分布的一种新的四参数扩展。这种分布包括一些众所周知的分布,如广义指数的扩展、广义指数分布和广义gompertz分布。此外,它还可以根据其参数具有减少、增加、倒立浴缸和浴缸形的危险率函数。得到了这种新分布的矩、分位数、危险率函数和可逆危险率函数等数学性质。此外,还给出了这种新分布的密度函数和有序统计量的矩。采用极大似然法对模型参数进行估计。同时,用一个真实的数据集来说明所提出的分布的有效性。
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
13
审稿时长
13 weeks
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