NMA: Network Meta-Analysis Based on Multivariate Meta-Analysis Models (original) (raw)
Network meta-analysis tools based on contrast-based approach using the multivariate meta-analysis and meta-regression models (Noma et al. (2023) ). Standard analysis tools for network meta-analysis and meta-regression (e.g., synthesis analysis, ranking analysis, and creating league table) are available by simple commands. For inconsistency analyses, the local and global inconsistency tests based on the Higgins' design-by-treatment interaction model can be applied. Also, the side-splitting and the Jackson's random inconsistency model are available. Standard graphical tools for network meta-analysis (e.g., network plot, ranked forest plot, and transitivity analysis) can also be utilized. For the synthesis analyses, the Noma-Hamura's improved REML (restricted maximum likelihood)-based methods (Noma et al. (2023) <doi:10.1002/jrsm.1652> <doi:10.1002/jrsm.1651>) are adopted as the default methods.
Version: | 1.4-3 |
---|---|
Depends: | R (≥ 3.5.0) |
Imports: | stats, grid, MASS, ggplot2, metafor, stringr, forestplot |
Published: | 2024-05-17 |
DOI: | 10.32614/CRAN.package.NMA |
Author: | Hisashi Noma [aut, cre], Kazushi Maruo [aut], Shiro Tanaka [aut], Toshi A. Furukawa [aut] |
Maintainer: | Hisashi Noma |
License: | GPL-3 |
URL: | https://www.ism.ac.jp/~noma/file/software/NMA.r |
NeedsCompilation: | no |
Materials: | NEWS |
In views: | MetaAnalysis |
CRAN checks: | NMA results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=NMAto link to this page.