MADMMplasso

1.0.1

Multi Variate Multi Response ADMM with Interaction Effects

0packages depend

2.2Kdownloads / year

76.8%test coverage

13/13checks pass

Overview

About

Maintained by Waldir LeoncioFirst published 2025-01-082 releasesCRAN page ↗

This system allows one to model a multi-variate, multi-response problem with interaction effects. It combines the usual squared error loss for the multi-response problem with some penalty terms to encourage responses that correlate to form groups and also allow for modeling main and interaction effects that exit within the covariates. The optimization method employed is the Alternating Direction Method of Multipliers (ADMM). The implementation is based on the methodology presented on Quachie Asenso, T., & Zucknick, M. (2023) doi:10.48550/arXiv.2303.11155.

Install

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

install.packages("MADMMplasso", 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-madmmplasso

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

# 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-MADMMplasso

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

Health

CRAN checks

13OK

Slowest check: 8.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.57

76.8%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-05-11
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-05-10
12 OK · 0 NOTE · 1 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
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 2 earlier snapshots

NOTE2026-03-30
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-03-10
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

READMEYes · 196 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 0%

Downloads

2.2K

CRAN downloads in the past year

Rank #20,361 · ~6/day · ~184/mo

Releases R versions

Daily download trend is not available in this view yet.

19030 days

56290 days

2.2K1 year

Compare downloads with other packages →

Also on460 r2u15 autocran

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (12)

MatrixMASSRcpp RcppArmadillo foreach doParallelclassgraphicsparallelstatsspatstat.sparsemethods

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (2)

testthat lintr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Waldir Leoncio

Author, Maintainer

Authors (4)

Waldir Leoncio

Author, Maintainer

Theophilus Quachie Asenso

Author

Chi Zhang

Author

Manuela Zucknick

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0.1Latest
2025-10-27 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.0
2025-01-08
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-08
Total releases: 2 / 1 yrs
License: GPL-3 OSI
Download size: 42 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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