The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

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

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>).

Version: 1.7
Depends: LearnBayes, SuppDists, mvtnorm, survival, R (≥ 3.2.3)
Published: 2024-01-09
DOI: 10.32614/CRAN.package.psbcGroup
Author: Kyu Ha Lee, Sounak Chakraborty, Harrison Reeder, (Tony) Jianguo Sun
Maintainer: Kyu Ha Lee <klee at hsph.harvard.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
In views: Survival
CRAN checks: psbcGroup results

Documentation:

Reference manual: psbcGroup.pdf

Downloads:

Package source: psbcGroup_1.7.tar.gz
Windows binaries: r-devel: psbcGroup_1.7.zip, r-release: psbcGroup_1.7.zip, r-oldrel: psbcGroup_1.7.zip
macOS binaries: r-release (arm64): psbcGroup_1.7.tgz, r-oldrel (arm64): psbcGroup_1.7.tgz, r-release (x86_64): psbcGroup_1.7.tgz, r-oldrel (x86_64): psbcGroup_1.7.tgz
Old sources: psbcGroup archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=psbcGroup to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.