A Bayesian cure rate model with dispersion induced by discrete frailty
VG Cancho, KEC Zavaleta, MAC Macera… - Communications for …, 2018 - koreascience.kr
In this paper, we propose extending proportional hazards frailty models to allow a discrete
distribution for the frailty variable. Having zero frailty can be interpreted as being immune or …
distribution for the frailty variable. Having zero frailty can be interpreted as being immune or …
A multivariate survival model induced by discrete frailty
Frailty models are generally used to model heterogeneity and dependence between
individuals. The distribution of the frailty variable is often assumed to be continuous …
individuals. The distribution of the frailty variable is often assumed to be continuous …
Bayesian cure rate models induced by frailty in survival analysis
D de Souza, VG Cancho, J Rodrigues… - … methods in medical …, 2017 - journals.sagepub.com
Frailty models provide a convenient way of modeling unobserved dependence and
heterogeneity in survival data which, if not accounted for duly, would result incorrect …
heterogeneity in survival data which, if not accounted for duly, would result incorrect …
Modeling cure fraction with frailty term in latent risk: a Bayesian approach
AS Rodrigues, VF Calsavara… - arXiv preprint arXiv …, 2018 - arxiv.org
In this paper, we propose a flexible cure rate model with frailty term in latent risk, which is
obtained by incorporating a frailty term in risk function of latent competing causes. The …
obtained by incorporating a frailty term in risk function of latent competing causes. The …
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 …
analyze survival data when the population has a proportion of subjects insusceptible to the …
Incorporation of frailties into a cure rate regression model and its diagnostics and application to melanoma data
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 …
fraction of patients. Our proposal consists of incorporating frailty into a cure rate model, as an …
Bayesian long-term survival model including a frailty term: Application to melanoma data.
AS Rodrigues, VF Calsavara, E Bertolli… - Chilean Journal of …, 2021 - search.ebscohost.com
In this paper, we propose a flexible cure rate model including a frailty term, which was
obtained by incorporating a random effect in the risk function of latent competing causes …
obtained by incorporating a random effect in the risk function of latent competing causes …
Bayesian survival model induced by frailty for lifetime with long‐term survivors
It is introduced the proportional hazards frailty model to allow a discrete distribution for the
frailty variable. Frailty zero can be interpreted as being immune or cured. It is defined a class …
frailty variable. Frailty zero can be interpreted as being immune or cured. It is defined a class …
A Bayesian destructive weighted Poisson cure rate model and an application to a cutaneous melanoma data
In this article, we propose a new Bayesian flexible cure rate survival model, which
generalises the stochastic model of Klebanov et al.[Klebanov LB, Rachev ST and Yakovlev …
generalises the stochastic model of Klebanov et al.[Klebanov LB, Rachev ST and Yakovlev …
A new long-term survival model with dispersion induced by discrete frailty
Frailty models are generally used to model heterogeneity between the individuals. The
distribution of the frailty variable is often assumed to be continuous. However, there are …
distribution of the frailty variable is often assumed to be continuous. However, there are …