R Observatory: Metrics for pblm version 0.1-12

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

pblm

0.1-12

Bivariate Additive Marginal Regression for Categorical Responses

0packages depend

1.7Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Marco EneaFirst published 2025-06-191 releasesCRAN page ↗GitHub ↗

Bivariate additive categorical regression via penalized maximum likelihood. Under a multinomial framework, the method fits bivariate models where both responses are nominal, ordinal, or a mix of the two. Partial proportional odds models are supported, with flexible (non-)uniform association structures. Various logit types and parametrizations can be specified for both marginals and the association, including Dale’s model. The association structure can be regularized using polynomial-type penalty terms. Additive effects are modeled using P-splines. Standard methods such as summary(), residuals(), and predict() are available.

Install

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

install.packages("pblm", 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("MarcoEnea/pblm")

Development version from MarcoEnea/pblm. 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-pblm

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-pblm

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

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

Health

CRAN checks

13OK

Slowest check: 2.2 min · r-oldrel-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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 84%
Return-value docs: 100%
References docs: 18%

Downloads

1.7K

CRAN downloads in the past year

Rank #22,690 · ~5/day · ~141/mo

Releases R versions

Daily download trend is not available in this view yet.

10530 days

48090 days

1.7K1 year

Compare downloads with other packages →

Also on94 r2u

Repository

GitHub ↗ marcoenea/pblm

0Stars

0Forks

0Open issues

0Open PRs

1Releases

8Commits

1Contributors

dale-modelbivariate-logistic-modelbivariate-ordered-modelsemiparametricadditivemaximum-likelihood-estimationpenalty-termsmoothing

8 commits · Last activity 2021-06-10

Releases over time

2020-02-06 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

Checks run against github.com/marcoenea/pblm on 2026-08-23.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Depends (5)

R >= 4.4.0MatrixlatticesplinesMASS

Imports (1)

methods

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Marco Enea

Author, Maintainer, Copyright holder

Authors (1)

Marco Enea

Author, Maintainer, Copyright holder

Contributors (2)

Robert Rigby

Contributor

Mikis Stasinopoulos

Contributor

Copyright holders (1)

Marco Enea

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1-12Latest
2026-03-10 · current release
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-06-19
Total releases: 1 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.4.0
Bundled data: 0.8 KB / 2 files
Download size: 51 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("pblm")

Format

Enea, M., Rigby, R., & Stasinopoulos, M. (2025). pblm: Bivariate Additive Marginal Regression for Categorical Responses (Version 0.1-12) [Computer software]. https://doi.org/10.32614/CRAN.package.pblm

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 pblm version 0.1-12 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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