On a reparameterization of a flexible family of cure models

FS Milienos - Statistics in Medicine, 2022 - Wiley Online Library
The existence of items not susceptible to the event of interest is of both theoretical and
practical importance. Although researchers may provide, for example, biological, medical, or …

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 …

A Weibull-beta prime distribution to model COVID-19 data with the presence of covariates and censored data

EC Biazatti, GM Cordeiro, GM Rodrigues, EMM Ortega… - Stats, 2022 - mdpi.com
Motivated by the recent popularization of the beta prime distribution, a more flexible
generalization is presented to fit symmetrical or asymmetrical and bimodal data, and a non …

Bayesian inference and cure rate modeling for event history data

P Papastamoulis, FS Milienos - TEST, 2024 - Springer
Estimating model parameters of a general family of cure models is always a challenging task
mainly due to flatness and multimodality of the likelihood function. In this work, we propose a …

A generalized Gompertz promotion time cure model and its fitness to cancer data

A Tahira, MY Danish - Heliyon, 2024 - cell.com
The cure models based on standard distributions like exponential, Weibull, lognormal,
Gompertz, gamma, are often used to analyze survival data from cancer clinical trials with …

The Slash Half-Normal Distribution Applied to a Cure Rate Model with Application to Bone Marrow Transplantation

DI Gallardo, YM Gómez, HJ Gómez… - Mathematics, 2023 - mdpi.com
This paper proposes, for the first time, the use of an asymmetric positive and heavy-tailed
distribution in a cure rate model context. In particular, it introduces a cure-rate survival model …

A general class of promotion time cure rate models with a new biological interpretation

YM Gómez, DI Gallardo, M Bourguignon, E Bertolli… - Lifetime Data …, 2023 - Springer
Over the last decades, the challenges in survival models have been changing considerably
and full probabilistic modeling is crucial in many medical applications. Motivated from a new …

A Simple Mean-Parameterized Maxwell Regression Model for Positive Response Variables

AJ Lemonte - REVSTAT-Statistical Journal, 2024 - revstat.ine.pt
We study a quite simple parametric regression model that may be very useful to model
positive response variables in practice. The frequentist approach is considered to perform …

Non-proportional hazards model with a PVF frailty term: application with a melanoma dataset

KC Rosa, VF Calsavara, F Louzada - Journal of Applied Statistics, 2024 - Taylor & Francis
Survival data analysis often uses the Cox proportional hazards (PH) model. This model is
widely applied due to its straightforward interpretation of the hazard ratio under the …