glmbayes
Bayesian Generalized Linear Models (IID Samples)
Description
Provides Bayesian linear and generalized linear model fitting with independent and identically distributed (iid) posterior samples. The main functions mirror R's lm() and glm() interfaces while adding prior family specifications for Gaussian, Poisson, binomial, and Gamma models with log-concave likelihoods. Sampling for supported non-conjugate models uses accept-reject methods based on likelihood subgradients as in Nygren and Nygren (2006) <doi:10.1198/016214506000000357>. The package also includes tools for prior setup, posterior summaries, prediction, diagnostics, simulation, vignettes, and optional 'OpenCL' acceleration for larger models.
Downloads
534
Last 30 days
6624th
993
Last 90 days
993
Last year
Trend: +16.3% (30d vs prior 30d)
40
Last 30 days
96
Last 90 days
96
Last year
Trend: -28.6% (30d vs prior 30d)
0
Last 7 days
10
Last 30 days
0
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
re-building of vignette outputs
Error(s) in re-building vignettes: ... --- re-building ‘Chapter-00.Rmd’ using rmarkdown --- finished re-building ‘Chapter-00.Rmd’ --- re-building ‘Chapter-01.Rmd’ using rmarkdown --- finished re-building ‘Chapter-01.Rmd’ --- re-building ‘Chapter- ...[truncated]... shed re-building ‘Chapter-A11.Rmd’ --- re-building ‘Chapter-A12.Rmd’ using rmarkdown --- finished re-building ‘Chapter-A12.Rmd’ SUMMARY: processing the following file failed: ‘Chapter-A03.Rmd’ Error: Vignette re-building failed. Execution halted
OK 6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 5, 2026
Code
Structure
Lines of code
77,705
Files
609
Compiled share
44.4%
Has compiled src
Yes
Language breakdown
API
Exported functions
53
Internal functions
116
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
0.04
testthat edition
3
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
96.8%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
0%
Unsafe pattern score
0
Dep constraint coverage
42.9%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
3.5.0
System requirements
3
C++ standard
–
License
GPL-2
License flags
SPDX valid, OSI approved
History
Versions
3
First release
2026-05-04
Latest release
2026-06-21
Avg cadence
24 days
Cold removal rate
100%
Dep drift
3
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.