Network Meta-Analysis in R
Overview
Network meta-analysis (NMA) methods for comparing multiple treatments simultaneously using direct and indirect evidence. Covers network structure assessment, frequentist and Bayesian NMA approaches, consistency evaluation, treatment rankings, and visualization techniques.
Network Structure and Data Preparation
Pairwise Data Format
library(netmeta)
# Standard pairwise format for contrast-based NMA
pairwise_data <- data.frame(
study = c(
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