EE 508 Data Science for Conservation Decisions

Contents

  • About this course
  • Schedule
  • Getting started
  • Labs
    • 1. Spatial data processing and visualization
    • 2. Systematic conservation planning with Marxan
    • 3. Optimal policy targeting with predictive machine learning
    • 4. Quasi-experimental impact evaluation with matching
      • 4.1. Estimating the effects of protected areas on Amazon deforestation
  • Tests
  • Project
EE 508 Data Science for Conservation Decisions
  • Labs
  • 4. Quasi-experimental impact evaluation with matching
  • View page source

4. Quasi-experimental impact evaluation with matching

  • 4.1. Estimating the effects of protected areas on Amazon deforestation
    • 4.1.1. Prepare software and data
    • 4.1.2. Explore the Amazon data
    • 4.1.3. Examine covariate distributions
    • 4.1.4. Conduct a naïve impact analysis
    • 4.1.5. Estimate impacts with matched controls
    • 4.1.6. Assess the quality of the matches
    • 4.1.7. Test alternative specifications
    • 4.1.8. Write up an executive summary
    • 4.1.9. Wrap up
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