modelSelection

1.0.7

High-Dimensional Model Selection

0packages depend

2.6Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by David RossellFirst published 2025-09-214 releasesCRAN page ↗GitHub ↗

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")

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

pak::pak("davidrusi/modelSelection")

Development version from davidrusi/modelSelection. Requires the pak package.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-modelselection

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

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

Health

CRAN checks

13OK

Code health

Yes

Tests · ratio 0.06

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

Yes

README

Dependencies · direct

Check history

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-06-07
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
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

2.6K

CRAN downloads in the past year

Rank #10,053 · ~7/day · ~219/mo

48730 days

1.1K90 days

2.6K1 year

Also on346 r2u

Source & community

GitHub ↗

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (2)

R >= 2.14.0methods base

Imports (13)

Rcpp dplyr glmnet intervals L0Learn Matrix basemclust mgcv basemvtnorm ncvreg pracma sparseMatrixStats survival base

LinkingTo (3)

Rcpp RcppArmadillo RcppEigen

Suggests (3)

parallel basetestthat patrick

Enhances (0)

none

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code

44,348Lines of code

69Exported functions

Code & tests

Open call graph →

Line coverage

–

Expression

–

Tests / Examples

–

Functions

1062 63 exported

Complexity

5.3 avg / 53 max

Call network

1062 nodes / 1920 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (8)

Maintainer (1)

David Rossell

Author, Maintainer

Authors (3)

Oriol Abril

Author

Donatello Telesca

Author

Miquel Torrens

Author

Contributors (4)

Contributor

Contributor

Contributor

Contributor

Release timeline

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

1.0.7Latest
2026-05-16 · current release
R
R 4.6.0 released · 2026-04-24
1.0.5
2026-01-19 · diff ↗
1.0.4
2025-10-21 · diff ↗
1.0.3
2025-09-21

Package metadata

First published: 2025-09-21
Total releases: 4 / 1 yrs
License: GPL (>= 2) OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet