R Observatory: Metrics for mvnma version 0.2-0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mvnma

0.2-0

Multivariate Network Meta-Analysis using Bayesian Methods

0packages depend

759downloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Theodoros EvrenoglouFirst published 2026-05-192 releasesCRAN page ↗GitHub ↗

Tools to conduct Bayesian multivariate network meta-analysis providing - the single correlation coefficient model by Efthimiou et al. (2015) doi:10.1093/biostatistics/kxu030; - per-outcome treatment hierarchies using the surface under the cumulative ranking curve (SUCRA), the probability of best value, or median (or mean) ranks (Salanti et al., 2011) doi:10.1016/j.jclinepi.2010.03.016; - across-outcomes benefit-risk assessment using the VišeKriterijumska Optimizacija I Kompromisno Rešenje (VIKOR) method (Opricovic & Tzeng, 2004) doi:10.1016/S0377-2217(03)00020-1; - convergence checks using trace plots, density plots, or the R-hat statistic; - forest plots of treatment estimates, scatter plots of per-outcome rankings, Hasse diagrams (Carlsen & Bruggemann, 2014) doi:10.1002/cem.2569 to visualize the partial order of the treatments across all outcomes.

Install

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

install.packages("mvnma", 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("TEvrenoglou/mvnma")

Development version from TEvrenoglou/mvnma. 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-mvnma

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-mvnma

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-mvnma

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

Health

CRAN checks

13OK

Slowest check: 3.5 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

10

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
OK2026-07-11
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-22
8 OK · 0 NOTE · 0 WARNING · 3 ERROR · 0 FAILURE
OK2026-05-20
6 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 100%
References docs: 55%

Downloads

759

CRAN downloads in the past year

Rank #13,698 · ~2/day · ~63/mo

Releases R versions

Daily download trend is not available in this view yet.

19530 days

74390 days

7591 year

Compare downloads with other packages →

Also on18 r2u2 autocran

Repository

GitHub ↗ tevrenoglou/mvnma

1Stars

0Forks

0Open issues

0Open PRs

0Releases

123Commits

4Contributors

123 commits · Last activity 2026-07-30

Stars over time

2025-07-08 · 12026-07-07 · 1

Repository practices

Upstream repositoryBeta

Checks run against github.com/tevrenoglou/mvnma on 2026-08-16.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Depends (3)

R >= 4.0.0meta netmeta

Imports (8)

R2jags coda dplyr magrittr matrixStats rlist ggplot2 forcats

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Theodoros Evrenoglou

Author, Maintainer

Authors (2)

Theodoros Evrenoglou

Author, Maintainer

Guido Schwarzer

Author

Package Timeline

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

0.2-0Latest
2026-07-09 · current release · diff ↗
0.1-0
2026-05-19
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-19
Total releases: 2 / 1 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.0.0
Download size: 763 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Meta-Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("mvnma")

Format

Evrenoglou, T., & Schwarzer, G. (2026). mvnma: Multivariate Network Meta-Analysis using Bayesian Methods (Version 0.2-0) [Computer software]. https://doi.org/10.32614/CRAN.package.mvnma

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 mvnma version 0.2-0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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