Cure Models in Survival Analysis

被引：109

作者：

Amico, Mailis ^{[1
]}

Van Keilegom, Ingrid ^{[1
]}

机构：

[1] Katholieke Univ Leuven, Res Ctr Operat Res & Business Stat ORSTAT, B-3000 Leuven, Belgium

来源：

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 5 | 2018年 / 5卷

基金：

欧盟地平线“2020”;

关键词：

survival analysis; mixture cure model; promotion time cure model; censoring; regression; PROPORTIONAL HAZARDS MODEL; LONG-TERM SURVIVORS; FAILURE TIME MODEL; BREAST-CANCER; PENALIZED LIKELIHOOD; VARIABLE SELECTION; REGRESSION-MODELS; MIXTURE-MODELS; SEMIPARAMETRIC MODELS; MAXIMUM-LIKELIHOOD;

D O I：

10.1146/annurev-statistics-031017-100101

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

When analyzing time-to-event data, it often happens that a certain fraction of the data corresponds to subjects who will never experience the event of interest. These event times are considered as infinite and the subjects are said to be cured. Survival models that take this feature into account are commonly referred to as cure models. This article reviews the literature on cure regression models in which the event time (response) is subject to random right censoring and has a positive probability to be equal to infinity.

引用

页码：311 / 342

页数：32

共 50 条

[21] CureAuxSP : An R package for estimating mixture cure models with auxiliary survival probabilities
Ding, Jie
Li, Jialiang
Zhang, Mengxiu
Wang, Xiaoguang
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 251
[22] Survival mixture models in behavioral scoring
Alves, Bruno Cardoso
Dias, Jose G.
EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (08) : 3902 - 3910
[23] Semiparametric transformation models for survival data with a cure fraction
Zeng, Donglin
Yin, Guosheng
Ibrahim, Joseph G.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2006, 101 (474) : 670 - 684
[24] Censored quantile regression survival models with a cure proportion
Narisetty, Naveen
Koenker, Roger
JOURNAL OF ECONOMETRICS, 2022, 226 (01) : 192 - 203
[25] A penalized likelihood approach for mixture cure models
Corbiere, Fabien
Commenges, Daniel
Taylor, Jeremy M. G.
Joly, Pierre
STATISTICS IN MEDICINE, 2009, 28 (03) : 510 - 524
[26] Semiparametric Estimation in Transformation Models with Cure Fraction
Zhao, Xiaobing
Zhou, Xian
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2010, 39 (18) : 3371 - 3388
[27] A multiple time scale survival model with a cure fraction
Louzada, Francisco
Cobre, Juliana
TEST, 2012, 21 (02) : 355 - 368
[28] Bayesian sensitivity models for missing covariates in the analysis of survival data
Hemming, Karla
Hutton, Jane Luise
JOURNAL OF EVALUATION IN CLINICAL PRACTICE, 2012, 18 (02) : 238 - 246
[29] What Cure Models Can Teach us About Genome-Wide Survival Analysis
Stringer, Sven
Denys, Damiaan
Kahn, Rene S.
Derks, Eske M.
BEHAVIOR GENETICS, 2016, 46 (02) : 269 - 280
[30] Analysis of cure rate survival data under proportional odds model
Gu, Yu
Sinha, Debajyoti
Banerjee, Sudipto
LIFETIME DATA ANALYSIS, 2011, 17 (01) : 123 - 134

← 1 2 3 4 5 →