psbcGroup (version 1.7)

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

Description

Algorithms to implement various Bayesian penalized survival regression models including: semiparametric proportional hazards models with lasso priors (Lee et al., Int J Biostat, 2011 ) and three other shrinkage and group priors (Lee et al., Stat Anal Data Min, 2015 ); parametric accelerated failure time models with group/ordinary lasso prior (Lee et al. Comput Stat Data Anal, 2017 ).

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Install

install.packages('psbcGroup')

Monthly Downloads

236

Version

1.7

License

GPL (>= 2)

Maintainer

Last Published

January 9th, 2024

Functions in psbcGroup (1.7)