$Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia$

Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia

This paper presents a regression model for discrete time data with cure fraction. For this purpose, we considered a mixture model, in which times are modeled through the discrete Weibull distribution and the cure probability modeled with covariates by using the logit link function. Considering that...

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Main Authors:	Carolina A. Silva, Cira E. G. Otiniano, Eduardo Y. Nakano
Format:	Article
Language:	Spanish
Published:	Universidad Nacional de Trujillo 2019-07-01
Series:	Selecciones Matemáticas
Subjects:	Modelo de mistura regressao distribuicao Weibull discreta algoritmo EM
Online Access:	http://revistas.unitru.edu.pe/index.php/SSMM/article/view/2450

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spelling	doaj-923f01beee7e4f69a9cb0373198850352020-11-24T21:29:07ZspaUniversidad Nacional de TrujilloSelecciones Matemáticas2411-17832411-17832019-07-0161849710.17268/sel.mat.2019.01.11Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivenciaCarolina A. Silva0Cira E. G. Otiniano1Eduardo Y. Nakano2Dept. of Statistics, University of Brasília, Brasília- DF, 70910-900Dept. of Statistics, University of Brasília, Brasília- DF, 70910-900Dept. of Statistics, University of Brasília, Brasília- DF, 70910-900This paper presents a regression model for discrete time data with cure fraction. For this purpose, we considered a mixture model, in which times are modeled through the discrete Weibull distribution and the cure probability modeled with covariates by using the logit link function. Considering that the model is a mixture, the estimation of the parameters was performed by EM algorithm. The behavior of the estimating algorithm was tested with Monte Carlo simulation experiments and an application for real data was added.http://revistas.unitru.edu.pe/index.php/SSMM/article/view/2450Modelo de misturaregressaodistribuicao Weibull discretaalgoritmo EM
collection	DOAJ
language	Spanish
format	Article
sources	DOAJ
author	Carolina A. Silva Cira E. G. Otiniano Eduardo Y. Nakano
spellingShingle	Carolina A. Silva Cira E. G. Otiniano Eduardo Y. Nakano Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia Selecciones Matemáticas Modelo de mistura regressao distribuicao Weibull discreta algoritmo EM
author_facet	Carolina A. Silva Cira E. G. Otiniano Eduardo Y. Nakano
author_sort	Carolina A. Silva
title	Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia
title_short	Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia
title_full	Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia
title_fullStr	Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia
title_full_unstemmed	Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia
title_sort	modelo de regressao weibull discreto com fracao de cura em dados de sobrevivencia
publisher	Universidad Nacional de Trujillo
series	Selecciones Matemáticas
issn	2411-1783 2411-1783
publishDate	2019-07-01
description	This paper presents a regression model for discrete time data with cure fraction. For this purpose, we considered a mixture model, in which times are modeled through the discrete Weibull distribution and the cure probability modeled with covariates by using the logit link function. Considering that the model is a mixture, the estimation of the parameters was performed by EM algorithm. The behavior of the estimating algorithm was tested with Monte Carlo simulation experiments and an application for real data was added.
topic	Modelo de mistura regressao distribuicao Weibull discreta algoritmo EM
url	http://revistas.unitru.edu.pe/index.php/SSMM/article/view/2450
work_keys_str_mv	AT carolinaasilva modeloderegressaoweibulldiscretocomfracaodecuraemdadosdesobrevivencia AT ciraegotiniano modeloderegressaoweibulldiscretocomfracaodecuraemdadosdesobrevivencia AT eduardoynakano modeloderegressaoweibulldiscretocomfracaodecuraemdadosdesobrevivencia
_version_	1725967183017672704

Modelo de regressao Weibull discreto com fracao de cura em dados de sobrevivencia

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