Examples
This index groups the runnable notebook tutorials and supporting long-form example pages around the core VOI workflows.
Core VOI Tutorials
Section titled “Core VOI Tutorials”- Getting Started
- EVPI Validation
- EVPPI Validation
- EVSI Validation
- Interactive Tutorial
- Visualization Gallery
Advanced Health Economics Tutorials
Section titled “Advanced Health Economics Tutorials”- Network Meta-Analysis
- Structural VOI
- Advanced Methods
- Adaptive Trial EVSI
- Calibration VOI
- Metamodeling Validation
- Observational Validation
- Portfolio Validation
Cross-Domain Tutorials
Section titled “Cross-Domain Tutorials”- Finite additive MCDA information value — exact criterion, preference, and joint perfect-information value with interaction, regret, rank-acceptability, and Pareto diagnostics
- Qualitative Information Assessment — auditable ordinal priorities, dissent, missingness, redaction, AI provenance, and accountable human review without a numerical VOI claim
- Deterministic sensitivity analysis — exact one-way grids, feasible two-way cells, scenarios, switch brackets, and tornado ranges
- Value of Distribution-Family Information — exact discrete-family EVPPI with explicit conditioning, ties, provenance, gross and signed net VDI
- Expected-utility information pricing — accessible synthetic EUI, CEI, BPI, SPI, PPI, and VoC walkthrough
- Standardized Ingestion Reference Cases — identical explicit EVPI across Croissant, Frictionless, and the DataFrame-interchange SDK, plus bounded engineering CEAF equivalence
- Financial VOI
- Environmental VOI
- Engineering VOI