The McDonald extended distribution: properties and applications |
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Authors: | Gauss M. Cordeiro Elizabeth M. Hashimoto Edwin M. M. Ortega Marcelino A. R. Pascoa |
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Affiliation: | 1. Departamento de Estatística, Universidade Federal de Pernambuco, 52171-900, Recife, PE, Brazil 2. Departamento de Ciências Exatas, Universidade de S?o Paulo, 13418-900, Piracicaba, SP, Brazil
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Abstract: | We study a five-parameter lifetime distribution called the McDonald extended exponential model to generalize the exponential, generalized exponential, Kumaraswamy exponential and beta exponential distributions, among others. We obtain explicit expressions for the moments and incomplete moments, quantile and generating functions, mean deviations, Bonferroni and Lorenz curves and Gini concentration index. The method of maximum likelihood and a Bayesian procedure are adopted for estimating the model parameters. The applicability of the new model is illustrated by means of a real data set. |
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