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


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Documentation for package ‘BayesMixSurv’ version 0.9.1

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bayesmixsurv Dynamic Bayesian survival model - with stratification and Lasso shrinkage - for right-censored data using two-component additive mixture-of-Weibull hazards.
bayesmixsurv.control Dynamic Bayesian survival model - with stratification and Lasso shrinkage - for right-censored data using two-component additive mixture-of-Weibull hazards.
bayesmixsurv.crossval Convenience functions for cross-validation-based selection of shrinkage parameter in the bayesmixsurv model.
bayesmixsurv.crossval.wrapper Convenience functions for cross-validation-based selection of shrinkage parameter in the bayesmixsurv model.
bayesmixsurv.generate.folds Convenience functions for cross-validation-based selection of shrinkage parameter in the bayesmixsurv model.
bayesmixsurv.generate.folds.eventbalanced Convenience functions for cross-validation-based selection of shrinkage parameter in the bayesmixsurv model.
plot.bayesmixsurv Plot diagnostics for a bayesmixsurv object
predict.bayesmixsurv Predict method for bayesmixsurv model fits
print.bayesmixsurv Dynamic Bayesian survival model - with stratification and Lasso shrinkage - for right-censored data using two-component additive mixture-of-Weibull hazards.
print.summary.bayesmixsurv Summarizing BayesMixSurv model fits
summary.bayesmixsurv Summarizing BayesMixSurv model fits
summary.predict.bayesmixsurv Predict method for bayesmixsurv model fits