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Revista Colombiana de Estadística

versão impressa ISSN 0120-1751

Resumo

SALINAS, HUGO S.; IRIARTE, YURI A.  e  BOLFARINE, HELENO. Slashed Exponentiated Rayleigh Distribution. Rev.Colomb.Estad. [online]. 2015, vol.38, n.2, pp.453-466. ISSN 0120-1751.  https://doi.org/10.15446/rce.v38n2.51673.

In this paper we introduce a new distribution for modeling positive data with high kurtosis. This distribution can be seen as an extension of the exponentiated Rayleigh distribution. This extension builds on the quotient of two independent random variables, one exponentiated Rayleigh in the numerator and Beta(q, 1) in the denominator with q > 0. It is called the slashed exponentiated Rayleigh random variable. There is evidence that the distribution of this new variable can be more flexible in terms of modeling the kurtosis regarding the exponentiated Rayleigh distribution. The properties of this distribution are studied and the parameter estimates are calculated using the maximum likelihood method. An application with real data reveals good performance of this new distribution.

Palavras-chave : Exponentiated Rayleigh Distribution; Kurtosis; Maximum\linebreak Likelihood; Rayleigh Distribution; Slash Distribution.

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