Cross-Design & Cross-Format Network Meta-Analysis and Regression
16 available
crossnma: An R package for synthesizing cross-design evidence and cros...
Create JAGS model and data to perform cross network meta analysis or m...
Run JAGS to fit cross NMA and NMR
Heat Plot
League Table
Get information on network connectivity (number of subnetworks, distan...
Get information on network connectivity (number of subnetworks, distan...
Produce a network plot
Produce a network plot
Trace plot of MCMC output
Print call used to create JAGS model for cross-design & -format networ...
Print results of cross-design & -format network meta-analysis or regre...
Print code of JAGS model for cross-design & -format network meta-analy...
Print summary of cross-design & -format network meta-analysis or regre...
Summary function for crossnma.model object
Summary function for crossnma object
Network meta-analysis and meta-regression (allows including up to three covariates) for individual participant data, aggregate data, and mixtures of both formats using the three-level hierarchical model. Each format can come from randomized controlled trials or non-randomized studies or mixtures of both. Estimates are generated in a Bayesian framework using JAGS. The implemented models are described by Hamza et al. 2023 <DOI:10.1002/jrsm.1619>.