On the unification of long-term survival models

J Rodrigues, VG Cancho, M de Castro… - Statistics & Probability …, 2009 - Elsevier
In this paper we extend the long-term survival model proposed by Chen et al.[Chen, M.-H.,
Ibrahim, JG, Sinha, D., 1999. A new Bayesian model for survival data with a surviving …

Cure models

Y Peng, JMG Taylor - Handbook of survival analysis, 2014 - api.taylorfrancis.com
The cure model, or sometimes called “the cure rate model,” refers to a class of models for
censored survival data from subjects when some of them will not develop the event of …

[图书][B] Advanced survival models

C Legrand - 2021 - taylorfrancis.com
Survival data analysis is a very broad field of statistics, encompassing a large variety of
methods used in a wide range of applications, and in particular in medical research. During …

Cure models in survival analysis

M Amico, I Van Keilegom - Annual Review of Statistics and Its …, 2018 - annualreviews.org
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 …

Limiting behaviour of the mean residual life

DM Bradley, RC Gupta - Annals of the Institute of Statistical Mathematics, 2003 - Springer
In survival or reliability studies, the mean residual life or life expectancy is an important
characteristic of the model. Here, we study the limiting behaviour of the mean residual life …

A general class of Bayesian survival models with zero and nonzero cure fractions

G Yin, JG Ibrahim - Biometrics, 2005 - academic.oup.com
We propose a new class of survival models which naturally links a family of proper and
improper population survival functions. The models resulting in improper survival functions …

A flexible model for survival data with a cure rate: a Bayesian approach

VG Cancho, J Rodrigues… - Journal of Applied Statistics, 2011 - Taylor & Francis
In this paper we deal with a Bayesian analysis for right-censored survival data suitable for
populations with a cure rate. We consider a cure rate model based on the negative binomial …

A Bayesian long‐term survival model parametrized in the cured fraction

M Castro, VG Cancho… - … Journal: Journal of …, 2009 - Wiley Online Library
The main goal of this paper is to investigate a cure rate model that comprehends some well‐
known proposals found in the literature. In our work the number of competing causes of the …

Modeling of the cure fraction in survival studies

PC Lambert - The Stata Journal, 2007 - journals.sagepub.com
Cure models are a special type of survival analysis model where it is assumed that there are
a proportion of subjects who will never experience the event and thus the survival curve will …

A new Bayesian model for survival data with a surviving fraction

MH Chen, JG Ibrahim, D Sinha - Journal of the American Statistical …, 1999 - Taylor & Francis
We consider Bayesian methods for right-censored survival data for populations with a
surviving (cure) fraction. We propose a model that is quite different from the standard mixture …