Package: psbcGroup 1.7

Kyu Ha Lee

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>).

Authors:Kyu Ha Lee, Sounak Chakraborty, Harrison Reeder, Jianguo Sun

psbcGroup_1.7.tar.gz
psbcGroup_1.7.tar.gz(r-4.5-noble)psbcGroup_1.7.tar.gz(r-4.4-noble)
psbcGroup_1.7.tgz(r-4.3-emscripten)
psbcGroup.pdf |psbcGroup.html✨
psbcGroup/json (API)

# Install 'psbcGroup' in R:
install.packages('psbcGroup', repos = 'https://cloud.r-project.org')
Uses libs:
  • gsl– GNU Scientific Library (GSL)
Datasets:
  • survData - A simulated survival dataset.

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

gsl

1.30 score 2 stars 277 downloads 6 exports 6 dependencies

Last updated 1 years agofrom:c2f03e0b2e. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-linux-x86_64OKMar 05 2025
R-4.4-linux-x86_64OKMar 05 2025

Exports:aftGLaftGL_LTpsbcENpsbcFLpsbcGLVS

Dependencies:latticeLearnBayesMatrixmvtnormSuppDistssurvival

Citation

To cite package ‘psbcGroup’ in publications use:

Lee KH, Chakraborty S, Reeder H, Sun J (2024). psbcGroup: Penalized Parametric and Semiparametric Bayesian Survival Models with Shrinkage and Grouping Priors. R package version 1.7, https://CRAN.R-project.org/package=psbcGroup.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {psbcGroup: Penalized Parametric and Semiparametric
      Bayesian Survival Models with Shrinkage and Grouping Priors},
    author = {Kyu Ha Lee and Sounak Chakraborty and Harrison Reeder and
      Jianguo Sun},
    year = {2024},
    note = {R package version 1.7},
    url = {https://CRAN.R-project.org/package=psbcGroup},
  }