Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors


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Documentation for package ‘psbcGroup’ version 1.7

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aftGL Function to Fit the Penalized Parametric Bayesian Accelerated Failure Time Model with Group Lasso Prior
aftGL_LT Function to Fit the Penalized Parametric Bayesian Accelerated Failure Time Model with Group Lasso Prior for Left-Truncated and Interval-Censored Data
psbcEN Function to Fit the Penalized Semiparametric Bayesian Cox Model with Elastic Net Prior
psbcFL Function to Fit the Penalized Semiparametric Bayesian Cox Model with Fused Lasso Prior
psbcGL Function to Fit the Penalized Semiparametric Bayesian Cox Model with Group Lasso Prior
psbcGroup Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors
survData A simulated survival dataset.
VS Function to perform variable selection using SNC-BIC thresholding method