mvnma: Multivariate Network Meta-Analysis using Bayesian Methods

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.

Version:	0.1-0
Depends:	R (≥ 4.0.0), meta (≥ 8.3-0), netmeta (≥ 3.4-0)
Imports:	R2jags, coda, dplyr, magrittr, matrixStats, rlist, ggplot2, forcats
Published:	2026-05-19
DOI:	10.32614/CRAN.package.mvnma
Author:	Theodoros Evrenoglou [aut, cre], Guido Schwarzer [aut]
Maintainer:	Theodoros Evrenoglou <theodoros.evrenoglou at uniklinik-freiburg.de>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://github.com/TEvrenoglou/mvnma
NeedsCompilation:	no
Materials:	NEWS
CRAN checks:	mvnma results

Documentation:

Reference manual:

mvnma.html , mvnma.pdf

Downloads:

Package source:	mvnma_0.1-0.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): mvnma_0.1-0.tgz, r-oldrel (arm64): mvnma_0.1-0.tgz, r-release (x86_64): mvnma_0.1-0.tgz, r-oldrel (x86_64): mvnma_0.1-0.tgz

Linking:

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