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The Mcdonald normal distribution.

Author(s)
Gauss M. Cordeiro Departamento de Estatística, Universidade Federal de Pernambuco
Renato J. Cintra Departamento de Estatística, Universidade Federal de Pernambuco
Leandro C. Rêgo Departamento de Estatística, Universidade Federal de Pernambuco
Edwin M. M. Ortega Departamento de Ciências Exatas, Universidade de São Paulo
Abstract
A five-parameter distribution called the McDonald normal distribution is defined and studied. The new distribution contains, as special cases, several important distributions discussed in the literature, such as the normal, skew-normal, exponentiated normal, beta normal and Kumaraswamy normal distributions, among others. We obtain its ordinary moments, moment generating function and mean deviations. We also derive the ordinary moments of the order statistics. We use the method of maximum likelihood to fit the new distribution and illustrate its potentiality with three applications to real data. .
Publication Details
Page(s) 301-329
DOI DOI not available
Published Journal: Pakistan Journal of Statistics and Operation Research, Volume: 8, Issue: 3, Year: 2012

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