glmmLasso

1.6.4

Variable Selection for Generalized Linear Mixed Models by L1-Penalized Estimation

0packages depend

13.8Kdownloads / year

15.4%test coverage

13/13checks pass

Overview

About

Maintained by Andreas GrollFirst published 2011-10-2736 releasesCRAN page ↗

A variable selection approach for generalized linear mixed models by L1-penalized estimation is provided, see Groll and Tutz (2014) doi:10.1007/s11222-012-9359-z. See also Groll and Tutz (2017) doi:10.1007/s10985-016-9359-y for discrete survival models including heterogeneity.

Install

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

install.packages("glmmLasso", 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-glmmlasso

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-glmmLasso

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-glmmLasso

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

Health

CRAN checks

13OK

Slowest check: 5.7 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.00

15.4%

Coverage · measured lines

50%

Documentation · exports

Dependencies · direct

Check history

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
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

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 0%
Documented parameters: not tracked
Return-value docs: 100%
References docs: 100%

Downloads

13.8K

CRAN downloads in the past year

Rank #4,548 · ~38/day · ~1.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

58930 days

2K90 days

13.8K1 year

Compare downloads with other packages →

Also on469 r2u13 autocran50 c2d4u

Dependencies

Declared dependencies

4 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (5)

statsminqaMatrixRcppmethods

LinkingTo (2)

Rcpp RcppEigen

Suggests (2)

MASSnlme

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Code Composition

R 10,692 (94%)Rd 499 (4%)C++ 181 (2%)

Code characteristics

Object systems

S35

Cyclomatic complexity: 3.0 median / 818 max

Test coverage

Line coverage

15%

Expression

15.9%

Tests / Examples

15.4% / 0% ex

Functions

54 4 exported

Complexity

42.8 avg / 818 max

Call network

54 nodes / 74 edges

Call graph

Open call graph →

Loading call graph…

Lowest coverage

54 functions

Function	Cyclo	Coverage
acat exp	2	0%
cumulative exp	1	0%
bdiag_m	3	0%
bs.design	6	0%
glmm_final_multi_random	78	0%
glmm_final_multi_random_smooth	83	0%

Datasets

Bundled datasets · 2

Name	Class	Rows × Cols	Also ships in
knee	data.frame	381 × 7	in 2 packages
soccer	data.frame	54 × 16	in 2 packages

People & History

People (1)

Maintainer (1)

Andreas Groll

Author, Maintainer, Copyright holder

Authors (1)

Andreas Groll

Author, Maintainer, Copyright holder

Andreas Groll

Author, Maintainer, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.6.4Latest
2026-01-27 · current release · diff ↗
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R 4.5.0 released · 2025-04-11
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R 4.4.0 released · 2024-04-24
1.6.3
2023-08-23 · diff ↗
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R 4.3.0 released · 2023-04-21
1.6.2
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1.6.1
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1.6.0
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R 4.2.0 released · 2022-04-22
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R 4.1.0 released · 2021-05-18
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R 4.0.0 released · 2020-04-24
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R 3.6.0 released · 2019-04-26
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R 3.5.0 released · 2018-04-23
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1.5.0
2017-04-28 · diff ↗

Show 37 earlier events

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R 3.4.0 released · 2017-04-21
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R 3.2.0 released · 2015-04-16
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R 3.1.0 released · 2014-04-10
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R 3.0.0 released · 2013-04-03
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R 2.15.0 released · 2012-03-30
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R 2.14.0 released · 2011-10-31
1.0.0
2011-10-27 · diff ↗
2.14.0
2011-10-26
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R 2.13.0 released · 2011-04-13

Package metadata

First published: 2011-10-27
Total releases: 36 / 15 yrs
License: GPL-2 OSI
Bundled data: 4.2 KB / 2 files
Download size: 70 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Mixed, Multilevel, and Hierarchical Models in R

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