Bayesian Mixture Survival Models using Additive Mixture-of-Weibull Hazards, with Lasso Shrinkage and Stratification

Bayesian Mixture Survival Models using Additive Mixture-of-Weibull Hazards, with Lasso Shrinkage and Stratification. As a Bayesian dynamic survival model, it relaxes the proportional-hazard assumption. Lasso shrinkage controls overfitting, given the increase in the number of free parameters in the model due to presence of two Weibull components in the hazard function.


Reference manual

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install.packages("BayesMixSurv")

0.9.3 by Alireza S. Mahani, 2 years ago


Browse source code at https://github.com/cran/BayesMixSurv


Authors: Alireza S. Mahani [aut, cre] , Mansour T.A. Sharabiani [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Depends on survival


See at CRAN