A general long-term aging model with different underlying activation mechanisms: Modeling, Bayesian estimation, and case influence diagnostics

AK Suzuki, GDC Barriga, F Louzada… - … in Statistics-Theory and …, 2017 - Taylor & Francis
In this paper we propose a general cure rate aging model. Our approach enables different
underlying activation mechanisms which lead to the event of interest. The number of …

Bayesian analysis of Birnbaum-Saunders survival model with cure fraction under a variety of activation mechanism

GDC Barriga, DK Dey, VG Cancho… - … Assisted Statistics and …, 2020 - content.iospress.com
In this paper we propose a new cure rate survival model. Our approach enables different
underlying activation mechanisms which lead to the event of interest. The number of …

Incorporation of frailties into a cure rate regression model and its diagnostics and application to melanoma data

J Leão, V Leiva, H Saulo, V Tomazella - Statistics in medicine, 2018 - Wiley Online Library
Cure rate models have been widely studied to analyze time‐to‐event data with a cured
fraction of patients. Our proposal consists of incorporating frailty into a cure rate model, as an …

A Bayesian cure rate model based on the power piecewise exponential distribution

M de Castro, YM Gómez - Methodology and Computing in Applied …, 2020 - Springer
Cure rate models have been used in a number of fields. These models are applied to
analyze survival data when the population has a proportion of subjects insusceptible to the …

Bayesian cure fraction models with measurement error in the scale mixture of normal distribution

ARS Marinho, RH Loschi - Statistical Methods in Medical …, 2020 - journals.sagepub.com
Cure fraction models have been widely used to model time-to-event data when part of the
individuals survives long-term after disease and are considered cured. Most cure fraction …

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 …

A new joint model for longitudinal and survival data with a cure fraction

MH Chen, JG Ibrahim, D Sinha - Journal of Multivariate Analysis, 2004 - Elsevier
We develop a new joint cure rate model for longitudinal and survival data. The model allows
for multiple longitudinal markers as well as a cure structure for the survival component …

Bayesian dynamic models for survival data with a cure fraction

S Kim, MH Chen, DK Dey, D Gamerman - Lifetime Data Analysis, 2007 - Springer
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 …

Cure rate models for heterogeneous competing causes

M Brandão, J Leão, DI Gallardo… - Statistical Methods in …, 2023 - journals.sagepub.com
Cure rate models have been widely studied to analyze time-to-event data with a cured
fraction of patients. In this type of model, the number of concurrent causes is assumed to be …

The power series cure rate model: an application to a cutaneous melanoma data

VG Cancho, F Louzada, EM Ortega - Communications in Statistics …, 2013 - Taylor & Francis
In this article we propose a new cure rate survival model. In our approach the number of
competing causes of the event of interest is assumed to follow an exponential discrete …