ECG 753

Syllabus

Slides:

1. Concepts (Reading: Tufte, 1997)

2. Instrumental Variables (Reading: Angrist and Krueger, 1991)

3. Panel Data

4. Qualitative Response Models

5. Censored Models

6. Count Data (Reading: Greene, 2008)

7. Duration Analysis

8. Treatment Effects (Reading: Lee and Lemieux, 2010 || Abadie and Gardeazabal, 2003 || Hsiao, Ching and Wan, 2012)

9. Bootstrap (Code in class)

10. Nonparametric Methods (Code in class)

11. Quantile Regression (Reading: Buchinsky, 1994)

12. Measurement Error

13. Machine Learning (Code in class)

Homework:

HW1 (.tex) 

HW2 (.tex) 

​HW3 (.tex) 

HW4 (.tex) 

​HW5 (.tex) 

HW6 (.tex)