CRAN/E | MBNMAdose

MBNMAdose

Dose-Response MBNMA Models

Installation

About

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.

Citation MBNMAdose citation info
hugaped.github.io/MBNMAdose/
System requirements JAGS (>= 4.3.0) (https://mcmc-jags.sourceforge.net/)

Key Metrics

Version 0.4.3
R ≥ 3.0.2
Published 2024-04-18 7 days ago
Needs compilation? no
License GPL-3
CRAN checks MBNMAdose results
Language en-GB

Downloads

Yesterday 32 0%
Last 7 days 153 +74%
Last 30 days 403 +19%
Last 90 days 1.092 -11%
Last 365 days 4.287 +8%

Maintainer

Maintainer

Hugo Pedder

hugopedder@gmail.com

Authors

Hugo Pedder

aut / cre

Adil Karim

ctb

Material

README
NEWS
Reference manual
Package source

In Views

MetaAnalysis

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)

macOS

r-prerel

arm64

r-release

arm64

r-oldrel

arm64

r-prerel

x86_64

r-release

x86_64

Windows

r-prerel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MBNMAdose archive

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