reglogit

1.2-8

Simulation-Based Regularized Logistic Regression

0packages depend

3.1Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Robert B. GramacyFirst published 2011-08-0711 releasesCRAN page ↗

Regularized (polychotomous) logistic regression by Gibbs sampling. The package implements subtly different MCMC schemes with varying efficiency depending on the data type (binary v. binomial, say) and the desired estimator (regularized maximum likelihood, or Bayesian maximum a posteriori/posterior mean, etc.) through a unified interface. For details, see Gramacy & Polson (2012 doi:10.1214/12-BA719).

Install

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

install.packages("reglogit", repos = "https://cloud.r-project.org/")

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

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-reglogit

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

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

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-reglogit

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 1.8 min · r-oldrel-windows-x86_64

Check history

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

Documentation

Documentation signals are not tracked yet for this package.

Downloads

3.1K

CRAN downloads in the past year

Rank #14,254 · ~8/day · ~254/mo

reglogit Releases R versions

Daily download trend is not available in this view yet.

22730 days

75190 days

3.1K1 year

Compare downloads with other packages →

Also on414 r2u18 autocran

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Depends (5)

R >= 2.14.0methodsmvtnormbootMatrix

Imports (0)

none

LinkingTo (0)

none

Suggests (1)

plgp

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Robert B. Gramacy

Maintainer, Author

Authors (1)

Robert B. Gramacy

Maintainer, Author

Listed in earlier versions (1)

Gramacy

no longer listed · 1.2-8

Package Timeline

11 releases. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.2-8Latest
2025-07-25 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.2-7
2023-04-25 · diff ↗
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
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
1.2-6
2018-09-14 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.2-5
2017-11-19 · diff ↗
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
1.2-4
2015-06-22 · diff ↗

Show 12 earlier events

R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
1.2-2
2014-01-15 · diff ↗
1.2-1
2013-09-17 · diff ↗
1.2
2013-04-24 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.1-1
2012-12-10 · diff ↗
R
R 2.15.0 released · 2012-03-30
1.1
2012-01-04 · diff ↗
R
R 2.14.0 released · 2011-10-31
1.0
2011-08-07
R
R 2.13.0 released · 2011-04-13

Package metadata

First published: 2011-08-07
Total releases: 11 / 15 yrs
License: LGPL
Download size: 35 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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