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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: 0.7.2
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), logitnorm, crayon, tidygraph, pkgdown, splines2 (≥ 0.5.0), flexsurv, rstpm2
Published: 2024-09-16
DOI: 10.32614/CRAN.package.multinma
Author: David M. Phillippo ORCID iD [aut, cre]
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.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: Statins for cholesterol lowering (source)
Example: Thrombolytic treatments (source)
Example: White blood cell transfusion (source)

Downloads:

Package source: multinma_0.7.2.tar.gz
Windows binaries: r-devel: multinma_0.7.2.zip, r-release: multinma_0.7.2.zip, r-oldrel: multinma_0.7.2.zip
macOS binaries: r-release (arm64): multinma_0.7.2.tgz, r-oldrel (arm64): multinma_0.7.2.tgz, r-release (x86_64): multinma_0.7.2.tgz, r-oldrel (x86_64): multinma_0.7.2.tgz
Old sources: multinma archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=multinma to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.