R Observatory: Metrics for arm version 1.15-3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

arm

1.15-3Package record

Data Analysis Using Regression and Multilevel/Hierarchical Models

34packages dependsuggested by 10

467.9Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Yu-Sung SuCRAN page ↗GitHub ↗Issues ↗

Functions to accompany A. Gelman and J. Hill, Data Analysis Using Regression and Multilevel/Hierarchical Models, Cambridge University Press, 2007.

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("suyusung/arm")

Development version from suyusung/arm. Installs pak first if it is not already available.

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-arm

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-arm

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

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# 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-arm

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.5 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-09-16
ERROR12 OK, 1 ERROR2026-09-05
OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-07-09

Show 4 earlier changesHide 4 earlier changes

ERROR12 OK, 1 ERROR2026-07-08
OK14 OK2026-03-25
WARNING13 OK, 1 WARNING2026-03-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.15-3

READMEYes · 10 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 27
Examples that run: 96%24 run in a plain check · 1 hold no code
Exported functions with examples: 92%
Documented parameters: 91%
Return-value docs: 56%
Help pages citing references: 59%

How these are measured

Downloads

467.9K

CRAN downloads in the past year

Rank #653 · ~1.3K/day · ~39K/mo

Releases R versions

Daily download trend is not available in this view yet.

31.4K30 days

85.6K90 days

467.9K1 year

Compare downloads with other packages →

Also on5.4K r2u102 autocran4.5K conda_forge500 c2d4u

How downloads are counted

Repository

suyusung/arm ↗Account: suyusung

30Stars

7Forks

2Open issues

0Open PRs

0Releases

44Commits

3Commit identities

44 commits · Last activity 2026-04-15 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 542
Median days to close, 50 most recently updated closed PRs: 2

Stars over time

2025-08-18 · 292026-07-07 · 30

How these are measured

PracticesBeta

Checks run against github.com/suyusung/arm on 2026-10-11.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Installing arm adds 10 packages (6 with compiled code, 11 MB of source tarballs). Heaviest: lme4 4.1 MB, nloptr 2.1 MB, Rcpp 1.8 MB.

Depends (5)

R >= 3.1.0MASSMatrixstatslme4

Imports (7)

abind codagraphicsgrDevicesmethodsnlmeutils

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

34direct

39indirect

Depends 5 · Imports 29

Suggested by 10

Show all 44 packagesHide all 44 packages

Depends, Imports or LinkingTo, most downloaded first

Suggests, most downloaded first

brms SuperLearner BayesFactor optmatch medflex ltmle soilassessment subsemble modnets simITS

How these are counted

Code & Tests

Datasets

People & History

People (8)

Yu-Sung Su

Author, Maintainer since 1.0-1 (2006)

Andrew Gelman

Author

Vincent Dorie

Contributor · added in 1.9-3

Contributor

Contributor

Contributor

Contributor · added in 1.0-36

Tian Zheng

Contributor

Listed in earlier versions (3)

Show 3 peopleHide 3 people

Masanao

no longer listed · 1.0-35

Yajima

no longer listed · 1.0-35

Vicent Dorie

no longer listed · 1.6-06.01 to 1.9-1

Releases (123)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
1.15-3Latest
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2026-04-15 · current release · diff ↗
1.15-2
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2026-03-22 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.15-1
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2024-04-01 · diff ↗
1.14-4
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2024-04-01 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.13-1
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2022-08-28 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.12-2
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2021-10-15 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.11-2
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2020-07-27 · diff ↗
1.11-1
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2020-04-27 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26

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R
R 3.5.0 released · 2018-04-23
1.10-1
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2018-04-13 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.9-3
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2016-11-27 · diff ↗
1.9-1
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2016-08-24 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.8-6
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2015-07-11 · diff ↗
1.8-5
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2015-05-13 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.8-4
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2015-04-07 · diff ↗ ·
removed 1 export
predict.bayesglm

added 1 export
traceplot
1.8-03
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2015-04-03 · diff ↗
1.7-07
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2014-08-27 · diff ↗ ·
added 2 exports
discrete.hist, read.columns
1.7-05
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2014-08-01 · diff ↗
1.7-03
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2014-04-27 · diff ↗
1.7-02
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2014-04-24 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.6-10
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2013-11-18 · diff ↗
1.6-09
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2013-09-24 · diff ↗
1.6-08
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2013-09-21 · diff ↗
1.6-07.01
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2013-08-21 · diff ↗
1.6-06.01
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2013-05-09 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.6-05
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2013-03-11 · diff ↗ ·
added 1 export
logit
1.6-04
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2013-02-27 · diff ↗
1.6-03
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2013-02-20 · diff ↗
1.6-01.02
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2013-01-07 · diff ↗
1.5-08
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2012-10-03 · diff ↗
1.5-07
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2012-09-26 · diff ↗
1.5-06
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2012-09-20 · diff ↗
1.5-05
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2012-06-05 · diff ↗ ·
added 1 export
predict.bayesglm
1.5-04
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2012-05-04 · diff ↗
R
R 2.15.0 released · 2012-03-30
1.5-03
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2012-03-03 · diff ↗
1.5-02
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2012-01-21 · diff ↗ ·
added 1 export
mcsamp
1.4-14
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2011-11-21 · diff ↗ ·
removed 1 export
model.matrix.bayes

added 1 export
model.matrixBayes
R
R 2.14.0 released · 2011-10-31
1.4-13
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2011-06-18 · diff ↗
1.4-12
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2011-06-15 · diff ↗
1.4-11
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2011-05-26 · diff ↗
1.4-10.01
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2011-04-25 · diff ↗
R
R 2.13.0 released · 2011-04-13
1.4-07
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2011-03-22 · diff ↗
1.4-06
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2011-03-01 · diff ↗ ·
added 1 export
discrete.histogram
1.4-05
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2011-02-26 · diff ↗
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2011-02-22 · diff ↗
1.4-03
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2011-02-15 · diff ↗
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2011-02-14 · diff ↗
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2011-02-05 · diff ↗
1.3-08
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2010-11-20 · diff ↗
1.3-07
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2010-10-24 · diff ↗
R
R 2.12.0 released · 2010-10-15
1.3-06
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2010-09-24 · diff ↗
1.3-05
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2010-06-29 · diff ↗ ·
added 1 export
extractDIC
R
R 2.11.0 released · 2010-04-22
1.3-02
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2010-01-14 · diff ↗
1.3-01
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2010-01-08 · diff ↗
1.2-13
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2010-01-01 · diff ↗
1.2-12.02
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2009-12-16 · diff ↗ ·
removed 1 export
logit
1.2-12
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2009-12-13 · diff ↗
1.2-11.02
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2009-12-11 · diff ↗ ·
added 1 export
logit
1.2-10
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2009-11-23 · diff ↗ ·
added 1 export
logit
R
R 2.10.0 released · 2009-10-26
1.2-9.01
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2009-10-01 · diff ↗ ·
removed 1 export
logit
1.2-9
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2009-04-29 · diff ↗
R
R 2.9.0 released · 2009-04-17
1.2-8
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2009-04-01 · diff ↗
1.2-7
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2009-03-01 · diff ↗
1.2-6
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2009-02-28 · diff ↗
1.2-5
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2009-02-20 · diff ↗ ·
added 1 export
binned.resids
1.2-3
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2009-02-01 · diff ↗
1.2-2
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2009-01-29 · diff ↗
1.2-1
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2009-01-20 · diff ↗ ·
removed 1 export
standardize
1.2-0
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2009-01-11 · diff ↗
1.1-17
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2008-11-26 · diff ↗
R
R 2.8.0 released · 2008-10-20
1.1-16
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2008-10-01 · diff ↗
1.1-15
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2008-08-20 · diff ↗ ·
removed 1 export
array.append
1.1-14
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2008-07-28 · diff ↗ ·
removed 1 export
balanceplot

added 3 exports
array.append, balance, residual.plot
1.1-13
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2008-07-18 · diff ↗
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2008-07-17 · diff ↗
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2008-06-24 · diff ↗
1.1-7
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2008-06-10 · diff ↗
1.1-6
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2008-06-04 · diff ↗ ·
removed 1 export
traceplot.bugs
1.1-5
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2008-05-05 · diff ↗
R
R 2.7.0 released · 2008-04-22
1.1-4
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2008-04-14 · diff ↗ ·
added 2 exports
model.matrix.bayes, traceplot.bugs
1.1-3
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2008-02-20 · diff ↗
1.1-2
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2008-02-12 · diff ↗ ·
added 2 exports
multicomp.plot, mcplot
1.1-1
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2008-01-14 · diff ↗
1.1-0
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2008-01-10 · diff ↗
1.0-38
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2008-01-01 · diff ↗
1.0-37
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2007-12-30 · diff ↗
1.0-36
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2007-12-20 · diff ↗ ·
added 1 export
coefplot.default
1.0-35
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2007-12-02 · diff ↗
1.0-34
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2007-10-14 · diff ↗
R
R 2.6.0 released · 2007-10-03
1.0-33
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2007-09-26 · diff ↗
1.0-32
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2007-09-23 · diff ↗ ·
removed 2 exports
model.matrix.bayes, model.matrix.bayes2
1.0-31
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2007-09-21 · diff ↗ ·
removed 1 export
mcsamp
1.0-30
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2007-09-08 · diff ↗
1.0-29
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2007-09-06 · diff ↗
1.0-28
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2007-08-26 · diff ↗
1.0-27
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2007-08-25 · diff ↗
1.0-26
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2007-08-14 · diff ↗ ·
removed 23 exports
coefplot.default, coefplot.lm, coefplot.glm, coefplot.bugs, coefplot.polr, display.lm, display.glm, display.mer, display.mer2, display.polr, se.coef.lm, se.coef.glm, se.coef.mer, se.coef.mer2, sigma.hat.lm, sigma.hat.glm, sigma.hat.mer, sigma.hat.mer2, sim.lm, sim.glm, sim.mer, sim.mer2, terms.bayes

added 5 exports
coefplot, display, se.coef, sigma.hat, sim
1.0-25
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2007-08-02 · diff ↗ ·
added 1 export
model.matrix.bayes2
1.0-24
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2007-07-28 · diff ↗
1.0-23
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2007-07-23 · diff ↗ ·
added 4 exports
contr.bayes.ordered, contr.bayes.unordered, model.matrix.bayes, terms.bayes
1.0-22
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2007-07-10 · diff ↗
1.0-21
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2007-06-26 · diff ↗ ·
added 3 exports
fround, pfround, se.coef.mer2
1.0-20
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2007-06-14 · diff ↗ ·
added 3 exports
display.mer2, sigma.hat.mer2, sim.mer2
1.0-19
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2007-05-31 · diff ↗
1.0-18
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2007-05-15 · diff ↗
R
R 2.5.0 released · 2007-04-24
1.0-17
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2007-03-30 · diff ↗
1.0-16
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2007-03-27 · diff ↗
1.0-15
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2007-03-23 · diff ↗ ·
added 1 export
triangleplot
1.0-14
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2007-03-12 · diff ↗
1.0-13
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2007-02-23 · diff ↗
1.0-12
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2007-02-11 · diff ↗ ·
removed 1 export
binned.plot

added 3 exports
binnedplot, coefplot.lm, coefplot.glm
1.0-9
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2007-01-26 · diff ↗
1.0-8
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2007-01-22 · diff ↗
1.0-7
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2007-01-21 · diff ↗ ·
added 1 export
coefplot.polr
1.0-6
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2007-01-17 · diff ↗ ·
removed 1 export
coefplot

added 4 exports
binned.plot, coefplot.default, coefplot.bugs, G
1.0-4
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2007-01-09 · diff ↗ ·
added 3 exports
sim.lm, sim.glm, sim.mer
1.0-3
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2007-01-05 · diff ↗
1.0-2
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2007-01-01 · diff ↗
1.0-1
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2007-01-01
R
R 2.4.0 released · 2006-10-03

Package metadata

First published: 2007-01-01
Total releases: 123 / 19 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.1.0
Bundled data: 5.9 KB / 1 file
Download size: 81 KB

Appears in task views

Bayesian Inference Teaching Statistics

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("arm")

Format

Su, Y., Dorie, V., Gelman, A., Hill, J., Kerman, J., Pittau, M. G., Yajima, M., & Zheng, T. (2026). arm: Data Analysis Using Regression and Multilevel/Hierarchical Models (Version 1.15-3) [Computer software]. https://doi.org/10.32614/CRAN.package.arm

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for arm version 1.15-3 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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