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:: Volume 27, Issue 1 (3-2023) ::
Andishe 2023, 27(1): 81-92 Back to browse issues page
Unit generalized Gompertz distribution and its application
Azam Karandish marvasti , Ehsan Ormoz * , Maryam Basirat
Department of Mathematics and Statistics, Mashhad Branch, Islamic Azad University, Mashhad, Iran
Abstract:   (612 Views)

In this paper, the concept of unit generalized Gompertz (UGG) distribution will be introduced as a new transformed model of the unit Gompertz distribution, which contains the unit Gompertz distribution as a special case. We calculate explicit expressions for the moments, moment generating, quantile, and hazard functions, and Tsallis and R'{e}nyi entropy. Some different methods for estimation and inference about model parameters are presented too. To estimate the unknown parameters of the model, the maximum likelihood, maximum product spacings, and bootstrap sampling have been discussed, and also approximate confidence interval is presented. Finally, a simulation study and an application to a real data set are given.

Keywords: Generalized Gompertz distribution, Moments, Maximum likelihood, Maximum product spacing
Full-Text [PDF 333 kb]   (661 Downloads)    
Type of Study: Research | Subject: Special
Received: 2022/12/19 | Accepted: 2023/03/3 | Published: 2023/03/10
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Karandish marvasti A, Ormoz E, Basirat M. Unit generalized Gompertz distribution and its application. Andishe 2023; 27 (1) :81-92
URL: http://andisheyeamari.irstat.ir/article-1-904-en.html


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Volume 27, Issue 1 (3-2023) Back to browse issues page
مجله اندیشه آماری Andishe _ye Amari
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