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
收藏
页码：993 / 1000
页数：8
相关论文
共 50 条
  • [1] Multivariate Birnbaum-Saunders regression model
    Lemonte, Artur J.
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2013, 83 (12) : 2244 - 2257
  • [2] A bivariate Birnbaum-Saunders regression model
    Vilca, Filidor
    Romeiro, Renata G.
    Balakrishnan, N.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2016, 97 : 169 - 183
  • [3] A new look at the Birnbaum-Saunders regression model
    Bourguignon, Marcelo
    Gallardo, Diego, I
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2022, 38 (06) : 935 - 951
  • [4] A robust multivariate Birnbaum-Saunders regression model
    Romeiro, Renata G.
    Vilca, Filidor
    Balakrishnan, N.
    Zeller, Camila Borelli
    STATISTICS, 2020, 54 (05) : 1094 - 1123
  • [5] Birnbaum-Saunders nonlinear regression models
    Lemonte, Artur J.
    Cordeiro, Gauss M.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2009, 53 (12) : 4441 - 4452
  • [6] Bayesian inference for the Birnbaum-Saunders nonlinear regression model
    Farias, Rafael B. A.
    Lemonte, Artur J.
    STATISTICAL METHODS AND APPLICATIONS, 2011, 20 (04): : 423 - 438
  • [7] Inference for the Birnbaum-Saunders Lifetime Regression Model with Applications
    Balakrishnan, N.
    Zhu, Xiaojun
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2015, 44 (08) : 2073 - 2100
  • [8] Bayesian inference in Birnbaum-Saunders regression
    Tsionas, EG
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2001, 30 (01) : 179 - 193
  • [9] A new extended Birnbaum-Saunders regression model for lifetime modeling
    Lemonte, Artur J.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2013, 64 : 34 - 50
  • [10] Estimation of the Birnbaum-Saunders regression model with current status data
    Xiao, Qingchu
    Liu, Zaiming
    Balakrishnan, N.
    Lu, Xuewen
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2010, 54 (02) : 326 - 332
12345