
| Course Code | : İKT390 |
| Course Type | : Area Elective |
| Couse Group | : First Cycle (Bachelor's Degree) |
| Education Language | : Turkish |
| Work Placement | : N/A |
| Theory | : 3 |
| Prt. | : 0 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 5 |
The aim of this course is to enable students to understand the structure of panel data, the main assumptions of panel data models, and the basic stages of applied panel data analysis. Throughout the course, students will gain knowledge and practical skills in constructing and organizing panel datasets, pooled ordinary least squares, fixed effects models, random effects models, model selection tests, basic diagnostic tests, robust standard errors, introduction to dynamic panel data models, and reporting empirical results.
Panel Data Analysis focuses on the econometric analysis of datasets that combine cross-sectional and time dimensions. The course covers the preparation of panel datasets, pooled OLS, fixed effects, random effects, model selection, diagnostic tests, robust standard errors, introduction to dynamic panel data models, and empirical reporting processes.
| 1. | Explain the structure of panel data, the advantages of panel data analysis, and its areas of application. |
| 2. | Construct, organize, and descriptively analyze a panel dataset |
| 3. | Estimate and interpret pooled OLS, fixed effects, and random effects models. |
| 4. | Apply model selection and basic diagnostic tests to determine the appropriate panel data model. |
| 5. | Interpret and present panel data analysis results in an academic report format. |
| 1. | Baltagi, B. H. (2021). Econometric Analysis of Panel Data. Springer. |
| 2. | Wooldridge, J. M. (2010). Econometric Analysis of Cross Section and Panel Data. MIT Press. |
| 3. | Wooldridge, J. M. (2020). Introductory Econometrics: A Modern Approach. Cengage Learning. |
| Type of Assessment | Count | Percent |
|---|---|---|
| Assignment | 1 | %10 |
| Quiz | 1 | %10 |
| Midterm Examination | 1 | %20 |
| Final Examination | 1 | %60 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 14 | 2 | 3 | 70 |
| Individual Work | 12 | 1 | 2 | 36 |
| Quiz | 1 | 1 | 1 | 2 |
| Midterm Examination | 1 | 8 | 1 | 9 |
| Final Examination | 1 | 9 | 1 | 10 |
| TOTAL WORKLOAD (hours) | 127 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | |
OÇ-1 | 5 | 4 | 5 | 5 | 5 | 3 | 5 |
OÇ-2 | 5 | 5 | 5 | 3 | 5 | 5 | 5 |
OÇ-3 | 5 | 5 | 5 | 3 | 5 | 5 | 4 |
OÇ-4 | 5 | 4 | 5 | 5 | 5 | 5 | 5 |
OÇ-5 | 5 | 4 | 5 | 5 | 5 | 5 | 4 |