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stat.ME2021
Destructive cure models with proportional hazards lifetimes and associated likelihood inference
Narayanaswamy Balakrishnan, Sandip Barui
In survival analysis, cure models have gained much importance due to rapid advancements in medical sciences. More recently, a subset of cure models, called destructive cure models,…
stat.ME2021★ 2 cited
A Support Vector Machine Based Cure Rate Model For Interval Censored Data
Suvra Pal, Yingwei Peng, Sandip Barui +1
The mixture cure rate model is the most commonly used cure rate model in the literature. In the context of mixture cure rate model, the standard approach to model the effect of cov…
stat.ME2021
A Stochastic Version of the EM Algorithm for Mixture Cure Rate Model with Exponentiated Weibull Family of Lifetimes
Sandip Barui, Suvra Pal, Nutan Mishra +1
Handling missing values plays an important role in the analysis of survival data, especially, the ones marked by cure fraction. In this paper, we discuss the properties and impleme…