bayesreg

1.3

Bayesian Regression Models with Global-Local Shrinkage Priors

2packages depend

5.9Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Daniel F. SchmidtFirst published 2016-11-244 releasesCRAN page ↗

Fits linear or generalized linear regression models using Bayesian global-local shrinkage prior hierarchies as described in Polson and Scott (2010) <doi:10.1093/acprof:oso/9780199694587.003.0017>. Provides an efficient implementation of ridge, lasso, horseshoe and horseshoe+ regression with logistic, Gaussian, Laplace, Student-t, Poisson or geometric distributed targets using the algorithms summarized in Makalic and Schmidt (2016) <doi:10.48550/arXiv.1611.06649>.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("bayesreg")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-bayesreg

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

bspm (used by r2u) also needs make: sudo apt install make

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-bayesreg

RPMs from the iucar/cran COPR, rebuilt from CRAN.

sudo zypper install R-bayesreg

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

README

Dependencies · direct

Check history

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

5.9K

CRAN downloads in the past year

Rank #9,223 · ~16/day · ~491/mo

42430 days

1.2K90 days

5.9K1 year

Also on123 r2u62 autocran

Source & community

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (3)

pgdraw doParallel foreach

Imports (1)

stats base

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Reverse dependencies

2direct

–indirect (not tracked)

VsusP BayesianLasso

Code

4,242Lines of code

1Exported functions

Code & tests

Open call graph →

Line coverage

–

Expression

–

Tests / Examples

–

Functions

29 1 exported

Complexity

10.4 avg / 63 max

Call network

29 nodes / 26 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (2)

Maintainer (1)

Daniel F. Schmidt iD

Author, Copyright holder, Maintainer

Authors (1)

Enes Makalic iD

Author, Copyright holder

Release timeline

4 releases. Pick two to compare their code metrics; R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.3Latest
2024-09-30 · current release
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.2
2021-03-29 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.1
2019-06-03 · diff ↗
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
1.0
2016-11-24

Package metadata

First published: 2016-11-24
Total releases: 4 / 10 yrs
License: GPL (>= 3) OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet