Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors
Overview
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).
Install
Health
NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc
Maintainer: ‘Kyu Ha Lee <klee@hsph.harvard.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Kyu", "Ha"),
family = "Lee",
role = c("aut", "cre"),
email = "klee@hsph.harvard.edu"),
person(given = "Sounak",
family = "Chakraborty",
role = "aut"),
person(given = "Harrison",
family = "Reeder",
role = "aut"),
person(given = c("", "Jianguo"),
family = "Sun",
role = "aut",
comment = "Tony"))
as necessary.- NOTE11 OK, 2 NOTENow
- NOTE12 OK, 2 NOTE2026-03-10
Documentation
Downloads
Dependencies
Installing psbcGroup adds 4 packages (2 with compiled code, 1.3 MB of source tarballs). Heaviest: mvtnorm 1.0 MB, SuppDists 137 KB, LearnBayes 87 KB.
Code & Tests
Datasets
People & History
Author records are not tracked yet for this package.
Maintainer since 1.0 (2013)
Show 4 peopleHide 4 people
- RR 4.6.0 released · 2026-04-24
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- RR 3.5.0 released · 2018-04-23
- RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- RR 3.2.0 released · 2015-04-16
- RR 3.1.0 released · 2014-04-10
- 3.0.1Latest
- 1.7
- 1.5
Package metadata
- First published
- 2013-04-05
- Total releases
- 8 / 13 yrs
- License
- GPL (>= 2) OSI
- Download size
- 118 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("psbcGroup")Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.