Bayesian Mixture Survival Models using Additive Mixture-of-Weibull Hazards, with Lasso Shrinkage and Stratification
Dynamic Bayesian survival model - with stratification and Lasso shrink...
Convenience functions for cross-validation-based selection of shrinkag...
Plot diagnostics for a bayesmixsurv object
Predict method for bayesmixsurv model fits
Summarizing BayesMixSurv model fits
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.