| 1주차 |
Introduction |
| 2주차 |
Basic statistics 1: Understanding on data 1 |
| 3주차 |
Basic statistics 2: Data description, sampling, various preprocessing techniques |
| 4주차 |
Basic statistics 3: Estimation, hypothesis testing |
| 5주차 |
Linear regression 1 |
| 6주차 |
No class (Holidays) |
| 7주차 |
Linear regression 2, various regression techniques |
| 8주차 |
Midterm exam |
| 9주차 |
Binary choice model, in-sample and out-of-sample |
| 10주차 |
Treatment effect, panel data analysis 1 |
| 11주차 |
Panel data analysis 2, Difference-in-Difference |
| 12주차 |
Instrumental variable estimation |
| 13주차 |
Big data analysis |
| 14주차 |
Presentation |
| 15주차 |
Final exam |
| 16주차 |
|