ADAN 7320 Regression Models
This course focuses on the application of statistical tools used to estimate economic relationships. The course begins with a discussion of the linear regression model, and examination of common problems encountered when applying this approach, including serial correlation, heteroscedasticity, and multicollinearity. Models with lagged variables are considered, as is estimation with instrumental variables, two-stage least squares, models with limited dependent variables, and basic time-series techniques.
Course overview
- Department
- Advancing Studies
- School
- ADV
- Credits
- 3
- Level
- Graduate
- Offered
- Periodically
Catalog details
Course evaluations
- Course rating
- 4.35 / 5 · Very Good
- Instructor rating
- 4.38 / 5 · Very Good
- Terms evaluated
- 9
| Term | Instructor | Course overall | Instructor overall | Well organized | Clear learning objectives | Intellectually challenging | Helpful assignments | Applicable beyond course | Attendance necessary | Weekly effort | Responses |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Spring 2026 | Arvind Sharma | 5.0 | 4.8 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 4.8 | 10+ hrs/week | 5 of 5 |
| Spring 2026 | Piyush Chandra | 4.5 | 4.5 | 5.0 | 4.5 | 5.0 | 5.0 | 5.0 | 3.5 | 7–9 hrs/week | 2 of 4 |
| Fall 2025 | Arvind Sharma | 4.0 | 4.3 | 5.0 | 4.7 | 4.7 | 4.7 | 4.7 | 4.7 | 7–9 hrs/week | 3 of 3 |
| Fall 2025 | Piyush Chandra | 3.8 | 3.3 | 4.5 | 4.3 | 4.5 | 4.5 | 4.3 | 3.8 | — | 5 of 5 |
| Summer 2025 | Arvind Sharma | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 10+ hrs/week | 3 of 3 |
| Fall 2024 | Arvind Sharma | 4.5 | 4.5 | 5.0 | 5.0 | 5.0 | 4.5 | 4.5 | 4.0 | — | 2 of 2 |
| Fall 2024 | Gustavo Vicentini | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 5.0 | 7–9 hrs/week | 1 of 2 |
| Fall 2024 | Razvan Veliche | 4.0 | 4.0 | 4.3 | 4.0 | 4.0 | 4.0 | 4.0 | 3.8 | 4–6 hrs/week | 4 of 4 |
| Summer 2024 | Arvind Sharma | 4.4 | 4.7 | 4.7 | 4.7 | 4.9 | 4.6 | 4.6 | 3.8 | 10+ hrs/week | 7 of 8 |
| Spring 2024 | Arvind Sharma | 4.0 | 4.0 | 4.5 | 4.5 | 4.5 | 4.0 | 4.5 | 3.0 | — | 2 of 4 |
| Spring 2024 | Razvan Veliche | 4.0 | 4.3 | 4.7 | 4.7 | 4.7 | 4.7 | 4.7 | 3.3 | 4–6 hrs/week | 3 of 3 |
| Fall 2023 | Arvind Sharma | — | — | — | — | — | — | — | — | — | 2 of 3 |
| Fall 2023 | Gustavo Vicentini | — | — | — | — | — | — | — | — | — | 2 of 3 |
| Spring 2023 | Gustavo Vicentini | 4.5 | 5.0 | 5.0 | 5.0 | 4.5 | 5.0 | 5.0 | 5.0 | — | 2 of 2 |
| Fall 2022 | Gustavo Vicentini | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 4.0 | 5.0 | 5.0 | 1–3 hrs/week | 1 of 2 |
| Fall 2022 | Razvan Veliche | 2.0 | 2.0 | 3.0 | 3.0 | 5.0 | 4.0 | 3.0 | 4.0 | 7–9 hrs/week | 1 of 2 |