R Observatory: Metrics for bayesm version 3.1-7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bayesm

3.1-7

Bayesian Inference for Marketing/Micro-Econometrics

13packages depend

251.3Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Peter RossiFirst published 2005-04-1539 releasesCRAN page ↗

Covers many important models used in marketing and micro-econometrics applications. The package includes: Bayes Regression (univariate or multivariate dep var), Bayes Seemingly Unrelated Regression (SUR), Binary and Ordinal Probit, Multinomial Logit (MNL) and Multinomial Probit (MNP), Multivariate Probit, Negative Binomial (Poisson) Regression, Multivariate Mixtures of Normals (including clustering), Dirichlet Process Prior Density Estimation with normal base, Hierarchical Linear Models with normal prior and covariates, Hierarchical Linear Models with a mixture of normals prior and covariates, Hierarchical Multinomial Logits with a mixture of normals prior and covariates, Hierarchical Multinomial Logits with a Dirichlet Process prior and covariates, Hierarchical Negative Binomial Regression Models, Bayesian analysis of choice-based conjoint data, Bayesian treatment of linear instrumental variables models, Analysis of Multivariate Ordinal survey data with scale usage heterogeneity (as in Rossi et al, JASA (01)), Bayesian Analysis of Aggregate Random Coefficient Logit Models as in BLP (see Jiang, Manchanda, Rossi 2009) For further reference, consult our book, Bayesian Statistics and Marketing by Rossi, Allenby and McCulloch (Wiley second edition 2024) and Bayesian Non- and Semi-Parametric Methods and Applications (Princeton U Press 2014).

Install

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

install.packages("bayesm", 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-bayesm

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

# 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-bayesm

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-bayesm

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

Health

CRAN checks

13OK

Slowest check: 19.1 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

5

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 1 earlier snapshots

NOTE2026-03-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 85%
Documented parameters: 94%
Return-value docs: 90%
References docs: 85%

Downloads

251.3K

CRAN downloads in the past year

Rank #889 · ~689/day · ~20.9K/mo

Releases R versions

Daily download trend is not available in this view yet.

15.4K30 days

51K90 days

251.3K1 year

Compare downloads with other packages →

Also on1.7K r2u130 autocran47.1K conda_forge103 c2d4u

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.2.0

Imports (5)

RcpputilsstatsgraphicsgrDevices

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (2)

knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

13direct

24indirect

BGVAR RGremlinsConjoint VisCov cash compositions mvProbit scalablebayesm telescope scalablebayesm ChoiceModelR MCMCglmm echoice2 idefix rrMixture

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Peter Rossi

Author, Maintainer

Authors (1)

Peter Rossi

Author, Maintainer

Contributors (3)

Robert McCulloch

Contributor · added in 3.1-7

Wayne Taylor

Contributor · added in 3.1-7

Dan Yavorsky

Contributor · added in 3.1-7

Listed in earlier versions (2)

Rob McCulloch.

no longer listed · 0.0 to 2.2-2

Peter Rossi.

no longer listed · 2.2-3 to 2.2-5

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
3.1-7Latest
2025-11-11 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
3.1-6
2023-09-24 · diff ↗
R
R 4.3.0 released · 2023-04-21
3.1-5
2022-12-02 · diff ↗
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
3.1-4
2019-10-15 · diff ↗
3.1-3
2019-07-30 · diff ↗
3.1-2
2019-07-13 · diff ↗
R
R 3.6.0 released · 2019-04-26
3.1-1
2018-12-21 · diff ↗
R
R 3.5.0 released · 2018-04-23

Show 53 earlier events

3.1-0.1
2017-07-21 · diff ↗
3.1-0
2017-06-25 · diff ↗
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
3.0-2
2015-06-20 · diff ↗
3.0-1
2015-06-16 · diff ↗
3.0-0
2015-06-13 · diff ↗
R
R 3.2.0 released · 2015-04-16
R
R 3.1.0 released · 2014-04-10
R
R 3.0.0 released · 2013-04-03
2.2-5
2012-05-16 · diff ↗
R
R 2.15.0 released · 2012-03-30
R
R 2.14.0 released · 2011-10-31
R
R 2.13.0 released · 2011-04-13
2.2-4
2011-02-27 · diff ↗
R
R 2.12.0 released · 2010-10-15
2.2-3
2010-08-11 · diff ↗
R
R 2.11.0 released · 2010-04-22
R
R 2.10.0 released · 2009-10-26
R
R 2.9.0 released · 2009-04-17
R
R 2.8.0 released · 2008-10-20
2.2-2
2008-06-09 · diff ↗
R
R 2.7.0 released · 2008-04-22
2.2-1
2008-03-12 · diff ↗
2.2-0
2008-03-07 · diff ↗
R
R 2.6.0 released · 2007-10-03
R
R 2.5.0 released · 2007-04-24
2.1-3
2007-03-29 · diff ↗
2.1-2
2007-03-16 · diff ↗
2.1-1
2007-03-08 · diff ↗
2.1-0
2007-03-07 · diff ↗
2.0-9
2007-01-18 · diff ↗
R
R 2.4.0 released · 2006-10-03
R
R 2.3.0 released · 2006-04-24
2.0-8
2006-03-16 · diff ↗
2.0-7
2006-02-04 · diff ↗
2.0-6
2006-01-25 · diff ↗
2.0-5
2006-01-01 · diff ↗
2.0-4
2005-12-09 · diff ↗
2.0-3
2005-12-01 · diff ↗
2.0-2
2005-11-10 · diff ↗
R
R 2.2.0 released · 2005-10-06
2.0-1
2005-09-30 · diff ↗
1.1-2
2005-07-06 · diff ↗
1.1-1
2005-07-03 · diff ↗
1.1-0
2005-06-13 · diff ↗
1.0-2
2005-05-30 · diff ↗
1.0-1
2005-05-19 · diff ↗
0.0-2
2005-04-27 · diff ↗
0.0-1
2005-04-22 · diff ↗
R
R 2.1.0 released · 2005-04-18
0.0
2005-04-15
R
R 2.0.0 released · 2004-10-04

Package metadata

First published: 2005-04-15
Total releases: 39 / 21 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.2.0
Bundled data: 799 KB / 9 files
Download size: 2.1 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference Cluster Analysis & Finite Mixture Models Probability Distributions Econometrics

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bayesm")

Format

Rossi, P., McCulloch, R., Taylor, W., & Yavorsky, D. (2025). bayesm: Bayesian Inference for Marketing/Micro-Econometrics (Version 3.1-7) [Computer software]. https://doi.org/10.32614/CRAN.package.bayesm

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 bayesm version 3.1-7 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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