voiage.methods.network_meta_analysis
Implementation of VOI methods for Network Meta-Analysis (NMA).
- NMA-based EVPI (Expected Value of Perfect Information for Network Comparisons)
- NMA-based EVPPI (Expected Value of Partial Perfect Information for Network Comparisons)
Network Meta-Analysis allows simultaneous comparison of multiple treatments even when they haven’t been directly compared in head-to-head trials. These VOI methods quantify the value of reducing uncertainty in NMA results.
Classes
Section titled “Classes”- NetworkMetaAnalysisData Data structure for Network Meta-Analysis inputs.
Functions
Section titled “Functions”- calculate_nma_evpi Calculate expected value of perfect information for NMA.
- calculate_nma_evppi Calculate expected value of partial perfect information for NMA.