The complementary exponential power lifetime model


Autoria(s): Barriga, Gladys Dorotea Cacsire; Louzada-Neto, Franscisco; Cancho, Vicente G.
Contribuinte(s)

Universidade Estadual Paulista (UNESP)

Data(s)

20/05/2014

20/05/2014

01/03/2011

Resumo

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

In this paper we propose a new lifetime distribution which can handle bathtub-shaped unimodal increasing and decreasing hazard rate functions The model has three parameters and generalizes the exponential power distribution proposed by Smith and Bain (1975) with the inclusion of an additional shape parameter The maximum likelihood estimation procedure is discussed A small-scale simulation study examines the performance of the likelihood ratio statistics under small and moderate sized samples Three real datasets Illustrate the methodology (C) 2010 Elsevier B V All rights reserved

Formato

1250-1259

Identificador

http://dx.doi.org/10.1016/j.csda.2010.09.005

Computational Statistics & Data Analysis. Amsterdam: Elsevier B.V., v. 55, n. 3, p. 1250-1259, 2011.

0167-9473

http://hdl.handle.net/11449/41101

10.1016/j.csda.2010.09.005

WOS:000285663400007

Idioma(s)

eng

Publicador

Elsevier B.V.

Relação

Computational Statistics & Data Analysis

Direitos

closedAccess

Palavras-Chave #Exponential power distribution #Bathtub shaped hazard function #Unimodal hazard function #Lifetime data
Tipo

info:eu-repo/semantics/article