MBNMAdose: Dose-Response MBNMA Models

Fits Bayesian dose-response model-based network meta-analysis (MBNMA) that incorporate multiple doses within an agent by modelling different dose-response functions, as described by Mawdsley et al. (2016) <doi:10.1002/psp4.12091>. By modelling dose-response relationships this can connect networks of evidence that might otherwise be disconnected, and can improve precision on treatment estimates. Several common dose-response functions are provided; others may be added by the user. Various characteristics and assumptions can be flexibly added to the models, such as shared class effects. The consistency of direct and indirect evidence in the network can be assessed using unrelated mean effects models and/or by node-splitting at the treatment level.

Version: 0.4.3
Depends: R (≥ 3.0.2)
Imports: grDevices, stats, graphics, utils, scales, dplyr (≥ 0.7.4), R2jags (≥ 0.5-7), rjags (≥ 4-8), magrittr (≥ 1.5), checkmate (≥ 1.8.5), Rdpack (≥ 0.11-0), igraph (≥ 1.1.2), reshape2 (≥ 1.4.3)
Suggests: overlapping (≥ 1.5.0), ggplot2 (≥ 2.2.1), RColorBrewer (≥ 1.1-2), mcmcplots (≥ 0.4.3), coda (≥ 0.19-4), testthat (≥ 1.0.2), crayon (≥ 1.3.4), forestplot (≥ 1.10), ggdist (≥ 2.4.0), zoo (≥ 1.8-8), lspline (≥ 1.0-0), formatR (≥ 1.14), netmeta, knitr, rmarkdown
Published: 2024-04-18
DOI: 10.32614/CRAN.package.MBNMAdose
Author: Hugo Pedder ORCID iD [aut, cre], Adil Karim [ctb]
Maintainer: Hugo Pedder <hugopedder at gmail.com>
License: GPL-3
URL: https://hugaped.github.io/MBNMAdose/
NeedsCompilation: no
SystemRequirements: JAGS (>= 4.3.0) (https://mcmc-jags.sourceforge.net/)
Language: en-GB
Citation: MBNMAdose citation info
Materials: README NEWS
In views: MetaAnalysis
CRAN checks: MBNMAdose results


Reference manual: MBNMAdose.pdf
Vignettes: MBNMAdose: Checking for consistency
MBNMAdose: Exploring the data
MBNMAdose: Package Overview
MBNMAdose: Perform Network Meta-Regression
Class effect NMA analysis using MBNMAdose
MBNMAdose outputs: Relative effects, forest plots and rankings
MBNMAdose: Calculating model predictions
MBNMAdose: Perform a Model-Based Network Meta-Analysis (MBNMA)


Package source: MBNMAdose_0.4.3.tar.gz
Windows binaries: r-devel: MBNMAdose_0.4.3.zip, r-release: MBNMAdose_0.4.3.zip, r-oldrel: MBNMAdose_0.4.3.zip
macOS binaries: r-release (arm64): MBNMAdose_0.4.3.tgz, r-oldrel (arm64): MBNMAdose_0.4.3.tgz, r-release (x86_64): MBNMAdose_0.4.3.tgz, r-oldrel (x86_64): MBNMAdose_0.4.3.tgz
Old sources: MBNMAdose archive


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