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psbcGroup  

Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors
View on CRAN: Click here


Download and install psbcGroup package within the R console
Install from CRAN:
install.packages("psbcGroup")

Install from Github:
library("remotes")
install_github("cran/psbcGroup")

Install by package version:
library("remotes")
install_version("psbcGroup", "1.7")



Attach the package and use:
library("psbcGroup")
Maintained by
Kyu Ha Lee
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-04-05
Latest Update: 2021-06-24
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 ).
How to cite:
Kyu Ha Lee (2013). psbcGroup: Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors. R package version 1.7, https://cran.r-project.org/web/packages/psbcGroup. Accessed 27 Jan. 2025.
Previous versions and publish date:
1.0 (2013-04-05 21:00), 1.1 (2015-02-10 00:41), 1.2 (2015-09-17 22:50), 1.3 (2016-03-09 01:35), 1.4 (2017-06-28 23:47), 1.5 (2021-06-24 08:30)
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Complete documentation for psbcGroup
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