Learn R Programming

⚠️There's a newer version (1.0-2) of this package.Take me there.

gemtc (version 0.8-8)

Network Meta-Analysis Using Bayesian Methods

Description

Network meta-analyses (mixed treatment comparisons) in the Bayesian framework using JAGS. Includes methods to assess heterogeneity and inconsistency, and a number of standard visualizations. van Valkenhoef et al. (2012) ; van Valkenhoef et al. (2015) .

Copy Link

Version

Install

install.packages('gemtc')

Monthly Downloads

2,269

Version

0.8-8

License

GPL-3

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/gertvv/gemtc

Maintainer

Gert Valkenhoef

Last Published

November 29th, 2020

Functions in gemtc (0.8-8)

Certolizumab Pegol (CZP) for Rheumatoid Arthritis

Analysis of heterogeneity (ANOHE)

Call a likelihood/link-specific function

Statins versus placebo in primary and secondary prevention of heart failure

GeMTC: Network meta-analysis in R

Plot a blobbogram (AKA forest plot)

atrialFibrillation

Prevention of stroke in atrial fibrillation patients

Treatment response in major depression

Effects of low-fat diets on mortality

plotCovariateEffect

Plot treatment effects versus covariate values

mtc.data.studyrow

Convert one-study-per-row datasets

Running an mtc.model using an MCMC sampler

Set priors for the heterogeneity parameter

Create an mtc.network

Generate network meta-analysis models

read.mtc.network

Read mtc.network from legacy GeMTC XML files (.gemtc)

Node-splitting analysis of inconsistency

relative.effect

Calculating relative effects

Psychological treatments to aid smoking cessation

rank.probability

Calculating rank-probabilities

relative.effect.table

Table of relative effects

Thrombolytic treatment after acute myocardial infarction

Mean off-time reduction in Parkinson's disease

Inspect residual deviance

Beta blockers to prevent mortality after myocardial infarction