The power prior: theory and applications

JG Ibrahim, MH Chen, Y Gwon, F Chen - Statistics in medicine, 2015 - Wiley Online Library
The power prior has been widely used in many applications covering a large number of
disciplines. The power prior is intended to be an informative prior constructed from historical …

Estimating cure rates from survival data: an alternative to two-component mixture models

AD Tsodikov, JG Ibrahim… - Journal of the American …, 2003 - Taylor & Francis
This article considers the utility of the bounded cumulative hazard model in cure rate
estimation, which is an appealing alternative to the widely used two-component mixture …

[图书][B] Bayesian survival analysis

JG Ibrahim, MH Chen, D Sinha, JG Ibrahim, MH Chen - 2001 - Springer
Several topics are addressed, including parametric models, semiparametric models based
on prior processes, proportional and non-proportional hazards models, frailty models, cure …

[图书][B] Handbook of survival analysis

JP Klein, HC Van Houwelingen, JG Ibrahim… - 2014 - api.taylorfrancis.com
This volume examines modern techniques and research problems in the analysis of lifetime
data analysis. This area of statistics deals with time-to-event data which is complicated not …

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 …

Cure rate models: a unified approach

G Yin, JG Ibrahim - Canadian Journal of Statistics, 2005 - Wiley Online Library
The authors propose a novel class of cure rate models for right‐censored failure time data.
The class is formulated through a transformation on the unknown population survival …

[HTML][HTML] Mixture and non-mixture cure fraction models based on the generalized modified Weibull distribution with an application to gastric cancer data

EZ Martinez, JA Achcar, AAA Jácome… - Computer methods and …, 2013 - Elsevier
The cure fraction models are usually used to model lifetime time data with long-term
survivors. In the present article, we introduce a Bayesian analysis of the four-parameter …

Chapter 6: modeling the impact of treatment and screening on US breast cancer mortality: a Bayesian approach

DA Berry, L Inoue, Y Shen, J Venier, D Cohen… - JNCI …, 2006 - academic.oup.com
Background: Breast cancer mortality (BCM) in the United States declined from 33.1 per 100
000 women in 1990 to 26.6 per 100 000 women in 2000, yielding a 19.6% relative decline in …

Parametric spatial cure rate models for interval-censored time-to-relapse data

S Banerjee, BP Carlin - Biometrics, 2004 - academic.oup.com
Several recent papers (eg,, Journal of the American Statistical Association 94, 909–919;,
Biometrics 57, 383–388) have described statistical methods for use with time-to-event data …

A SAS macro for parametric and semiparametric mixture cure models

F Corbiere, P Joly - Computer methods and programs in biomedicine, 2007 - Elsevier
Cure models have been developed to analyze failure time data with a cured fraction. For
such data, standard survival models are usually not appropriate because they do not …