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 …

Increased infertility with age in men and women

DB Dunson, DD Baird, B Colombo - Obstetrics & Gynecology, 2004 - journals.lww.com
OBJECTIVE: To estimate the effects of aging on the percentage of outwardly healthy couples
who are sterile (completely unable to conceive without assisted reproduction) or infertile …

[图书][B] Cure models: methods, applications, and implementation

Y Peng, B Yu - 2021 - taylorfrancis.com
Cure Models: Methods, Applications and Implementation is the first book in the last 25 years
that provides a comprehensive and systematic introduction to the basics of modern cure …

Semiparametric transformation models for survival data with a cure fraction

D Zeng, G Yin, JG Ibrahim - Journal of the American Statistical …, 2006 - Taylor & Francis
We propose a class of transformation models for survival data with a cure fraction. The class
of transformation models is motivated by biological considerations and includes both the …

[PDF][PDF] Bayesian analysis using power priors with application to pediatric quality of care

B Neelon, AJ O'Malley - Journal of Biometrics and …, 2010 - pdfs.semanticscholar.org
We illustrate how power prior distributions can be used to incorporate historical data into a
Bayesian analysis when there is uncertainty about the similarity between the current and …

Free-ranging dogs' lifetime estimated by an approach for long-term survival data with dependent censoring

S Schneider, F Demarqui… - … and Ecological Statistics, 2022 - Springer
Populations of free-ranging dogs are still a matter of concern in developing countries. The
presence of stray dogs is associated with environmental and public health consequences …

Predicting analysis times in randomized clinical trials with cancer immunotherapy

TT Chen - BMC medical research methodology, 2016 - Springer
Background A new class of immuno-oncology agents has recently been shown to induce
long-term survival in a proportion of treated patients. This phenomenon poses unique …

A flexible family of transformation cure rate models

MV Koutras, FS Milienos - Statistics in medicine, 2017 - Wiley Online Library
In this paper, we introduce a flexible family of cure rate models, mainly motivated by the
biological derivation of the classical promotion time cure rate model and assuming that a …