Bayesian Survival Model with Lasso Shrinkage Using Generalized Weibull Regression


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Documentation for package ‘BSGW’ version 0.9.2

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BSGW Bayesian Survival using Generalized Weibull Regression
bsgw Bayesian Survival using Generalized Weibull Regression
bsgw.control Bayesian Survival using Generalized Weibull Regression
bsgw.crossval Convenience functions for cross-validation-based selection of shrinkage parameter in the bsgw model.
bsgw.crossval.wrapper Convenience functions for cross-validation-based selection of shrinkage parameter in the bsgw model.
bsgw.generate.folds Convenience functions for cross-validation-based selection of shrinkage parameter in the bsgw model.
bsgw.generate.folds.eventbalanced Convenience functions for cross-validation-based selection of shrinkage parameter in the bsgw model.
plot.bsgw Plot diagnostics for a bsgw object
predict.bsgw Predict method for bsgw model fits
print.bsgw Bayesian Survival using Generalized Weibull Regression
print.summary.bsgw Summarizing Bayesian Survival Generalized Weibull (BSGW) model fits
summary.bsgw Summarizing Bayesian Survival Generalized Weibull (BSGW) model fits
summary.predict.bsgw Predict method for bsgw model fits