Likelihood inference for the destructive exponentially weighted Poisson cure rate model with Weibull lifetime and an application to melanoma data

S Pal, N Balakrishnan - Computational Statistics, 2017 - Springer
In this paper, we develop the steps of the expectation maximization algorithm (EM algorithm)
for the determination of the maximum likelihood estimates (MLEs) of the parameters of the …

Bayesian approaches to joint longitudinal and survival models accommodating both zero and nonzero cure fractions

YY Chi, JG Ibrahim - Statistica Sinica, 2007 - JSTOR
The trade-offs between survival benefits and therapeutic adverse effects on quality of life
(QOL) is always an important clinical issue for cancer and AIDS patients. The International …

Flexible cure rate modeling under latent activation schemes

F Cooner, S Banerjee, BP Carlin… - Journal of the American …, 2007 - Taylor & Francis
With rapid improvements in medical treatment and health care, many datasets dealing with
time to relapse or death now reveal a substantial portion of patients who are cured (ie, who …

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 …

A semiparametric cure model for interval‐censored data

KF Lam, KY Wong, F Zhou - Biometrical Journal, 2013 - Wiley Online Library
There is a growing interest in the analysis of survival data with a cured proportion
particularly in tumor recurrences studies. Biologically, it is reasonable to assume that the …

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 …

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 …

An EM algorithm for the destructive COM-Poisson regression cure rate model

S Pal, J Majakwara, N Balakrishnan - Metrika, 2018 - Springer
In this paper, we consider a competitive scenario and assume the initial number of
competing causes to undergo a destruction after an initial treatment. This brings in a more …

Long-term frailty modeling using a non-proportional hazards model: Application with a melanoma dataset

VF Calsavara, EA Milani, E Bertolli… - Statistical methods in …, 2020 - journals.sagepub.com
The semiparametric Cox regression model is often fitted in the modeling of survival data.
One of its main advantages is the ease of interpretation, as long as the hazards rates for two …

A class of semiparametric mixture cure survival models with dependent censoring

M Othus, Y Li, RC Tiwari - Journal of the American Statistical …, 2009 - Taylor & Francis
Modern cancer treatments have substantially improved cure rates and have generated a
great interest in and need for proper statistical tools to analyze survival data with …