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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. PhillippoORCID iD [aut, cre], Samuel J. PerrenORCID 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

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