Information Package / Course Catalogue
Regression Analyses
Course Code: BİS635
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 4
Prt.: 0
Credit: 4
Lab: 0
ECTS: 5
Objectives of the Course

Regression models provide information on the doctorate level students.

Course Content

Linear regression models. The residue analysis. Diagnosis and treatment of deviations from assumptions. Non-linear models.

Name of Lecturer(s)
Learning Outcomes
1.To interpret the results of the Regression analysis
2.To apply residue analysis with visual methods
3.To learn the methods used in autocorrelation
4.To apply piecewise regression
5.To be able to interpret the results of regression analysis
Recommended or Required Reading
Weekly Detailed Course Contents
Week 1 - Theoretical
Regression models
Week 2 - Theoretical
Simple regression models
Week 3 - Theoretical
Multiple regression models
Week 4 - Theoretical
Multivariate regression models
Week 5 - Theoretical
The least squares method
Week 6 - Theoretical
Examination of assumptions of least squares method
Week 7 - Theoretical
Autocorrelation problem
Week 8 - Theoretical
Literature review and discussion (Midterm exam)
Week 9 - Theoretical
Multicollinearity problem
Week 10 - Theoretical
Examination of multicollinearity
Week 11 - Theoretical
Logistic regression analysis
Week 12 - Theoretical
Logistic regression analysis
Week 13 - Theoretical
Propensity score analysis
Week 14 - Theoretical
Piecewise regression models
Week 15 - Final Exam
Final exam
Assessment Methods and Criteria
Type of AssessmentCountPercent
Attending Lectures1%5
Assignment1%5
Midterm Examination1%20
Final Examination1%70
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory140456
Assignment25112
Quiz42112
Midterm Examination120222
Final Examination120222
TOTAL WORKLOAD (hours)124
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
PÇ-6
PÇ-7
OÇ-1
5
4
4
4
4
5
4
OÇ-2
4
4
4
4
4
4
4
OÇ-3
3
5
4
4
4
4
3
OÇ-4
5
4
4
5
4
4
5
OÇ-5
Adnan Menderes University - Information Package / Course Catalogue
2026