Information Package / Course Catalogue
Panel Data Analysis
Course Code: EK401
Course Type: Required
Couse Group: First Cycle (Bachelor's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 5
Objectives of the Course

To analyze panel data within the framework regression by using proper methods.

Course Content

To describe concepts related to Panel Data Analysis, In time of structural change tests, Introduction to Advanced Panal Data Methods, Fixed Effects Models.

Name of Lecturer(s)
Assoc. Prof. Tuğba AKIN
Learning Outcomes
1.To be able to describe basic concepts related to Panel Data Analysis
2. To be able to obtain data set for Panel Data Analysis
3. To be able to decide method of analysis for panel data set
4.To be able to set up model
5.To be able to detect relationships
6.To be able to make interpretation
Recommended or Required Reading
1.Introductory Econometrics, A Modern Approach, Fourth Edition, J.M. Wooldridge
Weekly Detailed Course Contents
Week 1 - Theoretical
To describe concepts related to Panel Data Analysis
Week 2 - Theoretical
The Simple Panel Data Methods: Pooled cross-section data
Week 3 - Theoretical
Cross-section data pooled over time
Week 4 - Theoretical
In time of structural change tests
Week 5 - Theoretical
Two-period Panel Data Analysis
Week 6 - Theoretical
Applications of Two-Period Panel Data Analysis and interpretation of Models
Week 7 - Theoretical
Differencing with more than two time Periods
Week 8 - Theoretical
Differencing with more than two time Periods
Week 9 - Theoretical
Introduction to Advanced Panal Data Methods
Week 10 - Theoretical
Fixed Effects Models
Week 11 - Theoretical
Application of Fixed Effects Models
Week 12 - Theoretical
Random Effects Models
Week 13 - Theoretical
Applications of Random Effects Models
Week 14 - Theoretical
Applying Panel Data Methods to Other Data Structures
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%70
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory143384
Individual Work61218
Midterm Examination1819
Final Examination26114
TOTAL WORKLOAD (hours)125
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
PÇ-6
PÇ-7
PÇ-8
PÇ-9
OÇ-1
5
4
4
4
5
4
5
4
OÇ-2
5
4
5
4
4
5
4
OÇ-3
4
4
4
5
4
5
4
OÇ-4
5
4
5
5
4
5
4
OÇ-5
5
4
5
4
4
4
4
OÇ-6
4
4
4
4
5
4
4
4
Adnan Menderes University - Information Package / Course Catalogue
2026