ssifs - Stochastic Search Inconsistency Factor Selection
Evaluating the consistency assumption of Network Meta-Analysis both globally and locally in the Bayesian framework. Inconsistencies are located by applying Bayesian variable selection to the inconsistency factors. The implementation of the method is described by Seitidis et al. (2022) <arXiv:2211.07258>.
Last updated 26 days ago
consistencymetaanalysisnetworknmassifsssvsvariable-selectionjagscpp
4.00 score 2 stars 4 scripts 256 downloadsviscomp - Visualize Multi-Component Interventions in Network Meta-Analysis
A set of functions providing several visualization tools for exploring the behavior of the components in a network meta-analysis of multi-component (complex) interventions: - components descriptive analysis - heat plot of the two-by-two component combinations - leaving one component combination out scatter plot - violin plot for specific component combinations' effects - density plot for components' effects - waterfall plot for the interventions' effects that differ by a certain component combination - network graph of components - rank heat plot of components for multiple outcomes. The implemented tools are described by Seitidis et al. (2023) <doi:10.1002/jrsm.1617>.
Last updated 2 years ago
cnmacomplexmulticomponentnmavisualization
4.00 score 2 stars 6 scripts 202 downloads