The Geometric Birnbaum-Saunders regression model with cure rate

被引：25

作者：

Cancho, Vicente G. ^{[1
]}

Louzada, Francisco ^{[1
]}

Barriga, Gladys D. C. ^{[2
]}

机构：

[1] Univ Sao Paulo, Inst Ciencias Matemat & Comp, BR-13566590 Sao Carlos, SP, Brazil

[2] Univ Estadual Paulista Julio de Mesquita Filho FE, BR-17033360 Bauru, SP, Brazil

来源：

JOURNAL OF STATISTICAL PLANNING AND INFERENCE | 2012年 / 142卷 / 04期

关键词：

Cure fraction models; Birnbaum Saunders distribution; Geometric distribution; Sensitivity analysis; Lifetime data; SURVIVAL-DATA; DISTRIBUTIONS; FAMILY;

D O I：

10.1016/j.jspi.2011.11.007

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

In this paper, we propose a cure rate survival model by assuming the number of competing causes of the event of interest follows the Geometric distribution and the time to event follow a Birnbaum Saunders distribution. We consider a frequentist analysis for parameter estimation of a Geometric Birnbaum Saunders model with cure rate. Finally, to analyze a data set from the medical area. (C) 2011 Elsevier B.V. All rights reserved.

引用

页码：993 / 1000

页数：8

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