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
drMAIC 0.1.0drMAIC Package AuthorsdrMAIC_intro.Rmd