R Observatory: Metrics for modelSelection version 1.0.7

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

modelSelection

1.0.7Package record

High-Dimensional Model Selection

2packages depend

3.6Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by David RossellCRAN page ↗GitHub ↗Issues ↗

Model selection and averaging for regression, generalized linear models, generalized additive models, graphical models and mixtures, focusing on Bayesian model selection and information criteria (Bayesian information criterion etc.). See Rossell (2025) doi:10.5281/zenodo.17119597 (see the URL field below for its URL) for a hands-on book describing the methods, examples and suggested citations if you use the package.

Install

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

install.packages("modelSelection", 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("davidrusi/modelSelection")

Development version from davidrusi/modelSelection. 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-modelselection

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

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 9.3 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
NOTE12 OK, 1 NOTE2026-06-07

Show 4 earlier changesHide 4 earlier changes

OK12 OK2026-04-25
NOTE12 OK, 2 NOTE2026-04-22
ERROR11 OK, 2 NOTE, 1 ERROR2026-04-18
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.7

READMEYes · 126 wordsVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 26
Examples that run: 85%22 run in a plain check · 4 hold no code
Exported functions with examples: 100%
Documented parameters: 95%
Return-value docs: 91%
Help pages citing references: 46%

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #8,039 · ~10/day · ~303/mo

Releases R versions

Daily download trend is not available in this view yet.

38930 days

1.1K90 days

3.6K1 year

Compare downloads with other packages →

Also on399 r2u

How downloads are counted

Repository

davidrusi/modelselection ↗Account: davidrusi

0Stars

0Forks

1Open issues

0Open PRs

0Releases

Last activity 2026-07-16 · Default branch at 1.0.8, ahead of CRAN 1.0.7 (checked 2026-10-18)

Responsiveness

not measured

How these are measured

PracticesBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/davidrusi/modelselection on 2026-10-18.

Lint, format, editor (1)

VS Code

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Installing modelSelection adds 42 packages (24 with compiled code, 41 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, glmnet 2.7 MB. 1 more not on CRAN is not measured.

Depends (2)

R >= 2.14.0methods

Imports (13)

Rcpp dplyr glmnet intervals L0LearnMatrixmclustmgcvmvtnorm ncvreg pracma sparseMatrixStatssurvival

LinkingTo (3)

Rcpp RcppArmadillo RcppEigen

Suggests (3)

paralleltestthat patrick

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

0indirect

Depends 1 · Imports 1

Depends, Imports or LinkingTo, most downloaded first

GWASinlps S3VS

How these are counted

Code & Tests

People & History

People (8)

David Rossell

Author, Maintainer since 1.0.3 (2025)

Author

Author

Author

Contributor

Contributor

Contributor

Contributor

Listed in earlier versions (1)

Cook

no longer listed · 1.0.3 to 1.0.7

Releases (4)

Pick two releases to compare their code metrics.

1.0.7Latest
record
2026-05-16 · current release · diff ↗ ·
added 1 export
modelSelectionGGM_eBayes
R
R 4.6.0 released · 2026-04-24
1.0.5
record
2026-01-19 · diff ↗
1.0.4
record
2025-10-21 · diff ↗ ·
added 4 exports
bestAIC_fast, bestBIC_fast, bestEBIC_fast, bestIC_fast
1.0.3
record
2025-09-21
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2025-09-21
Total releases: 4 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.14.0
Download size: 370 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("modelSelection")

Format

Rossell, D., Abril, O., Cook, J. D., Hallahan, W., Mueller, P., Roebuck, P., Telesca, D., & Torrens, M. (2026). modelSelection: High-Dimensional Model Selection (Version 1.0.7) [Computer software]. https://doi.org/10.32614/CRAN.package.modelSelection

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 modelSelection version 1.0.7 [Data set]. HJJB, LLC. Data release v2026-10-20. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-20, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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