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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …