NMA

Network Meta-Analysis Based on Multivariate Meta-Analysis Models

CRAN Package

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.

  • Version1.4-3
  • R version≥ 3.5.0
  • LicenseGPL-3
  • Needs compilation?No
  • Last release05/17/2024

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  • Imports5 packages