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mvnma  

Multivariate Network Meta-Analysis using Bayesian Methods
View on CRAN: Click here


Download and install mvnma package within the R console
Install from CRAN:
install.packages("mvnma")

Install from Github:
library("remotes")
install_github("cran/mvnma")

Install by package version:
library("remotes")
install_version("mvnma", "0.1-0")



Attach the package and use:
library("mvnma")
Maintained by
Theodoros Evrenoglou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-19
Latest Update: 2026-05-19
Description:
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.
How to cite:
Theodoros Evrenoglou (2026). mvnma: Multivariate Network Meta-Analysis using Bayesian Methods. R package version 0.1-0, https://cran.r-project.org/web/packages/mvnma. Accessed 26 Jun. 2026.
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