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Shape and change point analyses of the Birnbaum-Saunders-t hazard rate and associated estimation
Indexado
WoS WOS:000307483100006
Scopus SCOPUS_ID:84864127485
DOI 10.1016/J.CSDA.2012.05.007
Año 2012
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The hazard rate is a statistical indicator commonly used in lifetime analysis. The Birnbaum-Saunders (BS) model is a life distribution originated from a problem pertaining to material fatigue that has been applied to diverse fields. The BS model relates the total time until failure to some type of cumulative damage that is normally distributed. The generalized BS (GBS) distribution is a class of positively skewed models with lighter and heavier tails than the BS distribution. Particular cases of GBS distributions are the BS and BS-Student-t (BS-t) models. In this paper, we discuss shape and change point analyses for the hazard rate of the BS-t distribution. In addition, we evaluate the performance of the maximum likelihood and moment estimators of this change point using Monte Carlo methods. We also present an application with a real life data set useful for survival analysis, which shows the convenience of knowing such instant of change for establishing a reduction in the dose and, as a consequence, in the cost of the treatment. (C) 2012 Elsevier B.V. All rights reserved.

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Disciplinas de Investigación



WOS
Computer Science, Interdisciplinary Applications
Statistics & Probability
Scopus
Statistics And Probability
Applied Mathematics
Computational Mathematics
Computational Theory And Mathematics
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Castro, Cecilia Mujer Univ Minho - Portugal
Universidade do Minho - Portugal
2 LEIVA-SANCHEZ, VICTOR ELISEO Hombre Universidad de Valparaíso - Chile
3 Athayde, Emilia Mujer Univ Minho - Portugal
Universidade do Minho - Portugal
4 Sanz, Gerardo Hombre MCMASTER UNIV - Canadá
McMaster University - Canadá

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Origen de Citas Identificadas



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Citas identificadas: Las citas provienen de documentos incluidos en la base de datos de DATACIENCIA

Citas Identificadas: 45.0 %
Citas No-identificadas: 55.0 %

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Citas identificadas: Las citas provienen de documentos incluidos en la base de datos de DATACIENCIA

Citas Identificadas: 45.0 %
Citas No-identificadas: 55.0 %

Financiamiento



Fuente
Fundação para a Ciência e a Tecnologia
European Regional Development Fund
Fondecyt, Chile
Fondo Nacional de Desarrollo Científico, Tecnológico y de Innovación Tecnológica
Programa Operacional Temático Factores de Competitividade
Fundação para a Ciência e a Tecnologia
Fondo Nacional de Desarrollo Científico, Tecnológico y de Innovación Tecnológica
Instituto Nacional de Ciência e Tecnologia para Excitotoxicidade e Neuroproteção
Programa Operacional Temático Factores de Competitividade
CMat through the FCT Pluriannual Funding Program, Portugal
Portuguese Funds through FCT-"Fundacao para a Ciencia e a Tecnologia"
FEDER Funds through "Programa Operacional Factores de Competitividade-COMPETE"
Centro de Matemática, Universidade do Minho
Instituto Nacional de Ciência e Tecnologia para Excitotoxicidade e Neuroproteção
Centro de Matemática, Universidade do Minho

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Agradecimientos



Agradecimiento
The authors wish to thank the Editor-in-Chief, Dr. Stanley Azen, the Associate Editor and two anonymous referees for their constructive comments on an earlier version of this manuscript. A part of this study was developed during a stay of two months of Dr. Victor Leiva in the Department of Mathematics and Applications and the Centre of Mathematics (CMat) of the Universidade do Minho in Braga, Portugal. This research was financed by FEDER Funds through "Programa Operacional Factores de Competitividade-COMPETE", by Portuguese Funds through FCT-"Fundacao para a Ciencia e a Tecnologia", within the Project Est-C/MAT/UI0013/2011, by the CMat through the FCT Pluriannual Funding Program, Portugal, and by FONDECYT 1120879 grant, Chile.
The authors wish to thank the Editor-in-Chief, Dr. Stanley Azen, the Associate Editor and two anonymous referees for their constructive comments on an earlier version of this manuscript. A part of this study was developed during a stay of two months of Dr. Víctor Leiva in the Department of Mathematics and Applications and the Centre of Mathematics (CMat) of the Universidade do Minho in Braga, Portugal. This research was financed by FEDER Funds through “Programa Operacional Factores de Competitividade—COMPETE”, by Portuguese Funds through FCT—“Fundação para a Ciência e a Tecnologia”, within the Project Est-C/MAT/UI0013/2011, by the CMat through the FCT Pluriannual Funding Program, Portugal, and by FONDECYT 1120879 grant, Chile.

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