The complementary exponential power lifetime model


Autoria(s): BARRIGA, Gladys D. C.; LOUZADA-NETO, Franscisco; CANCHO, Vicente G.
Contribuinte(s)

UNIVERSIDADE DE SÃO PAULO

Data(s)

20/10/2012

20/10/2012

2011

Resumo

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

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

CNPq-Brasil

Identificador

COMPUTATIONAL STATISTICS & DATA ANALYSIS, v.55, n.3, p.1250-1259, 2011

0167-9473

http://producao.usp.br/handle/BDPI/28892

10.1016/j.csda.2010.09.005

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

Idioma(s)

eng

Publicador

ELSEVIER SCIENCE BV

Relação

Computational Statistics & Data Analysis

Direitos

restrictedAccess

Copyright ELSEVIER SCIENCE BV

Palavras-Chave #Exponential power distribution #Bathtub shaped hazard function #Unimodal hazard function #Lifetime data #MODIFIED WEIBULL DISTRIBUTION #FAILURE RATE-FUNCTION #BATHTUB #DISTRIBUTIONS #SURVIVAL #SHAPE #Computer Science, Interdisciplinary Applications #Statistics & Probability
Tipo

article

original article

publishedVersion