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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: 0.6.1
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 (≥ 2.26.0)
Suggests: testthat (≥ 2.1.0), withr, knitr, rmarkdown, parallel, R.rsp, rprojroot, loo (≥ 2.0.0), logitnorm, crayon, tidygraph, pkgdown, splines2 (≥ 0.5.0), flexsurv, rstpm2
Published: 2024-03-06
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
Example: Atrial fibrillation
Example: BCG vaccine for tuberculosis
Example: Beta blockers
Example: Diabetes
Example: Dietary fat
Example: Plaque psoriasis HTA report
Example: Newly diagnosed multiple myeloma
Example: Parkinson's disease
Example: Plaque psoriasis ML-NMR
Example: Smoking cessation
Example: Statins for cholesterol lowering
Example: Thrombolytic treatments
Example: White blood cell transfusion

Downloads:

Package source: multinma_0.6.1.tar.gz
Windows binaries: r-devel: multinma_0.6.1.zip, r-release: multinma_0.6.1.zip, r-oldrel: multinma_0.6.1.zip
macOS binaries: r-release (arm64): multinma_0.6.1.tgz, r-oldrel (arm64): multinma_0.6.1.tgz, r-release (x86_64): multinma_0.6.1.tgz, r-oldrel (x86_64): multinma_0.6.1.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.
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