Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors
Function to Fit the Penalized Parametric Bayesian Accelerated Failure ...
Function to Fit the Penalized Parametric Bayesian Accelerated Failure ...
Function to Fit the Penalized Semiparametric Bayesian Cox Model with E...
Function to Fit the Penalized Semiparametric Bayesian Cox Model with F...
Function to Fit the Penalized Semiparametric Bayesian Cox Model with G...
Penalized Parametric and Semiparametric Bayesian Survival Models with ...
Function to perform variable selection using SNC-BIC thresholding meth...
Algorithms to implement various Bayesian penalized survival regression models including: semiparametric proportional hazards models with lasso priors (Lee et al., Int J Biostat, 2011 <doi:10.2202/1557-4679.1301>) and three other shrinkage and group priors (Lee et al., Stat Anal Data Min, 2015 <doi:10.1002/sam.11266>); parametric accelerated failure time models with group/ordinary lasso prior (Lee et al. Comput Stat Data Anal, 2017 <doi:10.1016/j.csda.2017.02.014>).