Econ 174/274: Global Poverty and Impact Evaluation (UC Berkeley)
Lecture Notes
- Week 01. Introduction - Why development economics?
- Week 02. Basics of impact evaluation
- Week 03. Stata Intro [pdf]
- Week 04. Stata Continued [pdf]
- Week 05. Diff-in-Diff & Clustering [pdf]
- Week 06. Standard Errors
- Week 07. Instrumental Variables [pdf]
- Week 08. Attrition
- Week 09. Duflo's JMP
- Week 10. Propensity Score Matching [pdf]
- Week 11. PSM continued
- Week 12. Interactions & Centering [pdf]
- Week 13. Programming Stata
- Week 14. Standard Errors Revisited [pdf]
- Week 15. Review [pdf]
- 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]