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 (may not be active yet) |
| 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:
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