Information Package / Course Catalogue
Multivariate Statistical Analysis
Course Code: UEK515
Course Type: Area Elective
Couse Group: Second Cycle (Master's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 5
Objectives of the Course

Course Content

Name of Lecturer(s)
Assoc. Prof. Sadullah ÇELİK
Learning Outcomes
1.
2.
3.
4.
5.
Recommended or Required Reading
Weekly Detailed Course Contents
Week 1 - Theoretical
Basic concepts areas of use for multivariate statistical analysis
Week 2 - Theoretical
Matrix theory for multivariate statistical analysis
Week 3 - Theoretical
Continious multivariate distributions
Week 4 - Theoretical
Multivariate normal distribution
Week 5 - Theoretical
Multivariate hypothesis testing
Week 6 - Theoretical
Principal component analysis
Week 7 - Theoretical
Factor analysis
Week 8 - Theoretical
Canonical correlation analysis
Week 9 - Theoretical
Discriminant analysis
Week 10 - Theoretical
Logistic regression analysis
Week 11 - Theoretical
Cluster analysis
Week 12 - Theoretical
Multidimensional scale
Week 13 - Theoretical
Comparison of principal component analysis and multidimensional scale
Week 14 - Theoretical
Multivariate regression analysis
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory1463126
TOTAL WORKLOAD (hours)126
Contribution of Learning Outcomes to Programme Outcomes
PÇ-1
PÇ-2
PÇ-3
PÇ-4
PÇ-5
OÇ-1
3
3
5
1
2
OÇ-2
2
3
3
5
4
OÇ-3
5
4
2
4
3
OÇ-4
4
3
3
4
5
OÇ-5
3
4
4
5
5
Adnan Menderes University - Information Package / Course Catalogue
2026