Examples

This section contains practical examples demonstrating how to use fairlex for survey weight calibration.

Basic Example

Learn the fundamentals of leximin calibration with a simple synthetic dataset.

• Survey Weight Calibration: A Realistic Example
  • Scenario
  • Step 1: Create Realistic Survey Data
  • Step 2: Define Population Benchmarks
  • Step 3: Construct Membership Matrix
  • Step 4: Set Up Base Weights
  • Step 5: Analyze Pre-Calibration Bias
  • Step 6: Apply Leximin Calibration
  • Step 7: Evaluate Calibration Quality
  • Step 8: Analyze Post-Calibration Demographics
  • Step 9: Practical Interpretation
  • Summary