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| 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
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.
| 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 |
| 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 CientÃfico, 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 |
| 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. |