Econ 8379 - Laboratory in Applied Econometrics
Spring 2020, Prof. Ben Williams
syllabus (pdf)
Announcements:
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Course Material
Problem Sets
Research Paper assignment
Lectures
1. Introduction
Lecture 1 (pdf)
Code: Lecture 2 (pdf)
2. Methods based on conditional independence
Lecture 3 (pdf) (updated 2/12)
3. Nonparametric and semiparametric estimation; application to matching estimators
Lecture 4 (pdf)
4. Nonlinear models
Lecture 5 (pdf)
5. Simulation methods
Lecture 6 (pdf)
6. Identification
Lecture 7 (pdf)
7. Linear instrumental variables
Lecture 8 (pdf)
Notes on forbidden regressions (pdf)
8. Nonlinear instrumental variables
Lecture 9 (pdf)
9. Heterogeneity and instrumental variables
Lecture 10 (pdf)
example code (link)
10. Regression discontinuity
Lecture 11 (pdf)
11. Difference-in-differences
Lecture 12 (pdf)
12. Panel Data methods
Lecture 13 (pdf)