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A new four-parameter discrete distribution with bathtub and unimodal failure rate
Authors:Vahid Nekoukhou  Hamid Bidram
Institution:1. Department of Statistics, University of Isfahan, Khansar Unit, Isfahan, Iran;2. Department of Statistics, University of Isfahan, Isfahan, Iran
Abstract:In this paper, a discrete counterpart of the general class of continuous beta-G distributions is introduced. A discrete analog of the beta generalized exponential distribution of Barreto-Souza et al. 2], as an important special case of the proposed class, is studied. This new distribution contains some previously known discrete distributions as well as two new models. The hazard rate function of the new model can be increasing, decreasing, bathtub-shaped and upside-down bathtub. Some distributional and moment properties of the new distribution as well as its order statistics are discussed. Estimation of the parameters is illustrated using the maximum likelihood method and, finally, the model with a real data set is examined.
Keywords:beta-G distributions  beta generalized exponential distribution  discrete generalized exponential distribution  estimation  hazard rate function  order statistics  stress–strength parameter
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