Bayesian dynamic models for survival data with a cure fraction
In this paper, we propose a new class of semi-parametric cure rate models. Specifically, we
construct dynamic models for piecewise hazard functions over a finite partition of the time …
construct dynamic models for piecewise hazard functions over a finite partition of the time …
Fully semiparametric Bayesian approach for modeling survival data with cure fraction
In this paper, we consider a piecewise exponential model (PEM) with random time grid to
develop a full semiparametric Bayesian cure rate model. An elegant mechanism enjoying …
develop a full semiparametric Bayesian cure rate model. An elegant mechanism enjoying …
Bayesian semiparametric models for survival data with a cure fraction
We propose methods for Bayesian inference for a new class of semiparametric survival
models with a cure fraction. Specifically, we propose a semiparametric cure rate model with …
models with a cure fraction. Specifically, we propose a semiparametric cure rate model with …
On a new piecewise regression model with cure rate: diagnostics and application to medical data
YM Gómez, DI Gallardo, J Leão… - Statistics in …, 2021 - Wiley Online Library
In this article, we discuss an extension of the classical negative binomial cure rate model
with piecewise exponential distribution of the time to event for concurrent causes, which …
with piecewise exponential distribution of the time to event for concurrent causes, which …
Bayesian cure rate models for malignant melanoma: a case-study of Eastern Cooperative Oncology Group trial E1690
MH Chen, DP Harrington… - Journal of the Royal …, 2002 - academic.oup.com
We propose several Bayesian models for modelling time-to-event data. We consider a
piecewise exponential model, a fully parametric cure rate model and a semiparametric cure …
piecewise exponential model, a fully parametric cure rate model and a semiparametric cure …
Likelihood inference for flexible cure rate models with gamma lifetimes
N Balakrishnan, S Pal - Communications in Statistics-Theory and …, 2015 - Taylor & Francis
A flexible cure rate survival model was developed by Rodrigues et al. by assuming the
competing cause variable to follow the Conway-Maxwell Poisson distribution. This model …
competing cause variable to follow the Conway-Maxwell Poisson distribution. This model …
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 …
The class is formulated through a transformation on the unknown population survival …
Promotion time cure rate model with nonparametric form of covariate effects
Survival data with a cured portion are commonly seen in clinical trials. Motivated from a
biological interpretation of cancer metastasis, promotion time cure model is a popular …
biological interpretation of cancer metastasis, promotion time cure model is a popular …
The destructive negative binomial cure rate model with a latent activation scheme
A new flexible cure rate survival model is developed where the initial number of competing
causes of the event of interest (say lesions or altered cells) follows a compound negative …
causes of the event of interest (say lesions or altered cells) follows a compound negative …
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 …
improper population survival functions. The models resulting in improper survival functions …