A Modification of the Gompertz Distribution Based on the Class of Extended-Weibull Distributions
Mohammad Reza Kazemi, Ali Akbar Jafari, Saeid Tahmasebi
Journal of Statistical Theory and Applications (JSTA) · 2020
doi:10.2991/jsta.d.201116.001 (opens in a new tab)
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Abstract
This paper introduces a new four-parameter extension of the generalized Gompertz distributions. This distribution involves some well-known distributions such as extension of generalized exponential, generalized exponential, and generalized Gompertz 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.
Abstract licence: CC BY-NC-ND
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