Controlled variable selection in Weibull mixture cure models for high‐dimensional data
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DOI: 10.1002/sim.9513
Abstract: Medical breakthroughs in recent years have led to cures for many diseases. The mixture cure model (MCM) is a type of survival model that is often used when a cured fraction exists. Many have sought… read more here.
Keywords: mixture cure; cure; high dimensional; variable selection ... See more keywords
Approximate Bayesian inference for mixture cure models
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DOI: 10.1007/s11749-019-00679-x
Abstract: Cure models in survival analysis deal with populations in which a part of the individuals cannot experience the event of interest. Mixture cure models consider the target population as a mixture of susceptible and non-susceptible… read more here.
Keywords: bayesian inference; mixture cure; cure; mixture ... See more keywords
A Bayesian Mixture Cure Rate Model for Estimating Short-Term and Long-Term Recidivism
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DOI: 10.3390/e25010056
Abstract: Mixture cure rate models have been developed to analyze failure time data where a proportion never fails. For such data, standard survival models are usually not appropriate because they do not account for the possibility… read more here.
Keywords: cure rate; term; mixture cure;