ordinalbayes: Bayesian Ordinal Regression for High-Dimensional Data
Provides a function for fitting various penalized Bayesian cumulative link ordinal response models when the number of parameters exceeds the sample size. These models have been described in Zhang and Archer (2021) <doi:10.1186/s12859-021-04432-w>.
| Version: | 0.1.2 |
| Depends: | DESeq2, R (≥ 2.10), SummarizedExperiment |
| Imports: | coda, dclone, runjags |
| Suggests: | knitr, Biobase, testthat (≥ 3.0.0), rmarkdown |
| Published: | 2025-04-30 |
| DOI: | 10.32614/CRAN.package.ordinalbayes |
| Author: | Kellie J. Archer 
[aut, cre],
Anna Seffernick [ctb],
Shuai Sun [ctb],
Yiran Zhang [aut] |
| Maintainer: | Kellie J. Archer <archer.43 at osu.edu> |
| BugReports: | https://github.com/kelliejarcher/ordinalbayes/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/kelliejarcher/ordinalbayes |
| NeedsCompilation: | no |
| SystemRequirements: | JAGS (>= 4.0.0) |
| Citation: | ordinalbayes citation info |
| Materials: | README |
| CRAN checks: | ordinalbayes results |
Documentation:
| Reference manual: | ordinalbayes.html , ordinalbayes.pdf |
| Vignettes: |
ordinalbayes: Bayesian Ordinal Regression for High-Dimensional Data (source, R code) |
Downloads:
| Package source: | ordinalbayes_0.1.2.tar.gz |
| Windows binaries: | r-devel: ordinalbayes_0.1.2.zip, r-release: ordinalbayes_0.1.2.zip, r-oldrel: ordinalbayes_0.1.2.zip |
| macOS binaries: | r-release (arm64): ordinalbayes_0.1.2.tgz, r-oldrel (arm64): ordinalbayes_0.1.2.tgz, r-release (x86_64): ordinalbayes_0.1.2.tgz, r-oldrel (x86_64): ordinalbayes_0.1.2.tgz |
| Old sources: | ordinalbayes archive |
Linking:
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