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Aggregate DCEA Tutorial3 months ago
Overview | Step 1: Define CEA inputs | Step 2: Load baseline health distribution | Step 3: Run aggregate DCEA | Step 4: Interpret outputs | Per-group results | Inequality impact | Step 5: Visualise | Step 6: Generate NICE submission table | References
Full-Form DCEA Tutorial3 months ago
When to use full-form DCEA | The inequality staircase | Worked example: NSCLC with subgroup evidence | Subgroup-specific CEA inputs | Differential uptake | Run full-form DCEA | Visualise | Inequality staircase
Inequality Measurement in DCEA3 months ago
Overview | Slope Index of Inequality (SII) | Relative Index of Inequality (RII) | Concentration Index | Atkinson Index | Gini Coefficient | All indices at once | Lorenz curves
International Applications of DCEA3 months ago
Canada (CADTH workflow) | WHO regional analysis | Custom country workflow
Introduction to Distributional Cost-Effectiveness Analysis3 months ago
Why standard CEA ignores equity | The DCEA framework | When to use aggregate vs full-form DCEA | Quick start | Key references
NICE Submission Workflow3 months ago
NICE 2025 requirements | Step-by-step NICE workflow | 1. Determine method | 2. Sensitivity analysis | 3. Generate submission table | 4. Export to Excel | 5. Present impact plane | NICE compliance checklist | References
Social Welfare Functions in DCEA3 months ago
Atkinson Social Welfare Function | Choosing eta: evidence from the UK | EDE calculation | EDE profile | Equity weights | Social welfare decomposition | References
Doubly Robust MAIC for HTA: A Complete Worked Example in Advanced NSCLC3 months ago
Introduction | Background | Package scope | Statistical Background | Standard MAIC | Doubly Robust Estimator | Worked Example: Advanced NSCLC | Data | Step 1: Compute MAIC Weights | Step 2: Covariate Balance Diagnostics | Step 3: Check Assumptions | Step 4: DR-MAIC Estimation | Interpreting the three estimators | Step 5: Bootstrap Confidence Intervals | Step 6: Sensitivity Analysis | Step 7: NICE Report | Advanced Usage | Adding second-moment matching (mean + SD) | Additional prognostic covariates in outcome model | Time-to-event outcomes | Reporting Checklist | References
Introduction to htaBIM4 months ago
Overview | Workflow | Step 1: Eligible population | Step 2: Market shares | Step 3: Costs | Step 4: Assemble model | Step 5: Plots | Sensitivity analysis | Deterministic (one-way) sensitivity analysis | Probabilistic sensitivity analysis (PSA) | Scenario comparison table | Cost breakdown | Results table | Built-in example data | Interactive app | References
Interactive Shiny Dashboard4 months ago
Overview | Launch locally | Live demo | App structure | Model Setup tab | Population funnel | Treatments | Costs & payer | Sensitivity tab | Deterministic sensitivity analysis (DSA) | Probabilistic sensitivity analysis (PSA) | Deployment to shinyapps.io | Linking from pkgdown
closeloop2 years ago