Econ 174/274: Global Poverty and Impact Evaluation (UC Berkeley)

Lecture Notes

  1. Week 01. Introduction - Why development economics?
  2. Week 02. Basics of impact evaluation
  3. Week 03. Stata Intro [pdf]
  4. Week 04. Stata Continued [pdf]
  5. Week 05. Diff-in-Diff & Clustering [pdf]
  6. Week 06. Standard Errors
  7. Week 07. Instrumental Variables [pdf]
  8. Week 08. Attrition
  9. Week 09. Duflo's JMP
  10. Week 10. Propensity Score Matching [pdf]
  11. Week 11. PSM continued
  12. Week 12. Interactions & Centering [pdf]
  13. Week 13. Programming Stata
  14. Week 14. Standard Errors Revisited [pdf]
  15. Week 15. Review [pdf]
  16. Week 16. Review [pdf]

Readings

  • Fixed Effects Models [pdf]
  • Interpreting Log Coefficients [pdf]
  • Intro to Stata [pdf]
  • Common Stata Commands [pdf]
  • Guide to Stata [pdf]

Links and Stata .do files

  • Stata tutorial (.do file) [pdf]
  • Week 7 .do file [pdf]
  • Week 12 .do file [pdf]
  • Week 13 .do file [pdf]
  • Week 14 .do file [pdf]
  • Instrumental variables .do file [pdf]