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: | 0.1.3 |
Depends: | R (≥ 3.4.0) |
Imports: | methods, stats, graphics, Rcpp (≥ 0.12.0), rstan (≥ 2.19.2), rstantools (≥ 2.0.0), Rdpack (≥ 0.7), tibble, dplyr (≥ 0.8.1), rlang, purrr, forcats, glue, randtoolbox, copula, tidyr (≥ 0.8.3), stringr, Matrix, igraph, ggraph, ggplot2, ggdist (≥ 2.1.1), truncdist, bayesplot |
LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) |
Suggests: | testthat (≥ 2.1.0), knitr, rmarkdown, parallel, R.rsp, rprojroot, loo (≥ 2.0.0), logitnorm, crayon, tidygraph |
Published: | 2020-06-30 |
Author: | David M. Phillippo
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Maintainer: | David M. Phillippo <david.phillippo at bristol.ac.uk> |
BugReports: | http://github.com/dmphillippo/multinma/issues |
License: | GPL-3 |
URL: | http://github.com/dmphillippo/multinma |
NeedsCompilation: | yes |
SystemRequirements: | GNU make |
Citation: | multinma citation info |
Materials: | README NEWS |
CRAN checks: | multinma results |
Reference manual: | multinma.pdf |
Vignettes: |
Example: Stroke prevention in atrial fibrillation patients Example: BCG Vaccine for Tuberculosis Example: Beta Blockers Example: Diabetes Example: Dietary Fat Example: Mean off-time reduction in Parkinson's disease Example: Plaque Psoriasis Example: Smoking Cessation Example: Statins for cholesterol lowering Example: Thrombolytic Treatments Example: Transfusion in patients with neutropenia or neutrophil dysfunction |
Package source: | multinma_0.1.3.tar.gz |
Windows binaries: | r-devel: multinma_0.1.3.zip, r-release: multinma_0.1.3.zip, r-oldrel: multinma_0.1.3.zip |
macOS binaries: | r-release: multinma_0.1.3.tgz, r-oldrel: multinma_0.1.3.tgz |
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