multinma: Bayesian Network Meta-Analysis of Individual and Aggregate Data

Network meta-analysis and network meta-regression models for aggregate data, individual patient data, and mixtures of both individual and aggregate data using multilevel network meta-regression as described by Phillippo et al. (2020) <doi:10.1111/rssa.12579>. Models are estimated in a Bayesian framework using 'Stan'.

Version: 0.8.1
Depends: R (≥ 3.4.0)
Imports: methods, stats, graphics, survival, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), rstantools (≥ 2.0.0), Rdpack (≥ 0.7), tibble (≥ 2.1.3), dplyr (≥ 1.0.0), rlang, purrr, forcats, glue, randtoolbox, copula, tidyr (≥ 1.0.0), stringr, Matrix, igraph, ggraph, ggplot2 (≥ 3.3.0), ggdist (≥ 2.1.1), truncdist, bayesplot
LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.26.0), StanHeaders (≥ 2.32.9)
Suggests: testthat (≥ 2.1.0), vdiffr, withr, knitr, rmarkdown, parallel, R.rsp, rprojroot, loo (≥ 2.0.0), crayon, tidygraph, pkgdown, splines2 (≥ 0.5.0), flexsurv, rstpm2
Published: 2025-05-31
DOI: 10.32614/CRAN.package.multinma
Author: David M. Phillippo ORCID iD [aut, cre], Samuel J. Perren ORCID iD [ctb]
Maintainer: David M. Phillippo <david.phillippo at bristol.ac.uk>
BugReports: https://github.com/dmphillippo/multinma/issues
License: GPL-3
URL: https://dmphillippo.github.io/multinma/, https://github.com/dmphillippo/multinma
NeedsCompilation: yes
SystemRequirements: GNU make
Citation: multinma citation info
Materials: README, NEWS
In views: MetaAnalysis
CRAN checks: multinma results

Documentation:

Reference manual: multinma.html , multinma.pdf
Vignettes: *Overview of Examples (source)
Example: Atrial fibrillation (source)
Example: BCG vaccine for tuberculosis (source)
Example: Beta blockers (source)
Example: Diabetes (source)
Example: Dietary fat (source)
Example: Plaque psoriasis HTA report (source)
Example: Newly diagnosed multiple myeloma (source)
Example: Parkinson's disease (source)
Example: Plaque psoriasis ML-NMR (source)
Example: Smoking cessation (source)
Example: Social Anxiety (source)
Example: Statins for cholesterol lowering (source)
Example: Thrombolytic treatments (source)
Example: White blood cell transfusion (source)

Downloads:

Package source: multinma_0.8.1.tar.gz
Windows binaries: r-devel: multinma_0.8.1.zip, r-release: multinma_0.8.1.zip, r-oldrel: multinma_0.8.1.zip
macOS binaries: r-release (arm64): multinma_0.8.1.tgz, r-oldrel (arm64): multinma_0.8.1.tgz, r-release (x86_64): multinma_0.8.1.tgz, r-oldrel (x86_64): multinma_0.8.1.tgz
Old sources: multinma archive

Linking:

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