Information Package / Course Catalogue
Multivariate Analysis Methods
Course Code: ZTE604
Course Type: Area Elective
Couse Group: Third Cycle (Doctorate Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 2
Prt.: 2
Credit: 3
Lab: 0
ECTS: 8
Objectives of the Course

To develop skills in analyzing market research data for two or more variable with statistical analysis.

Course Content

ANOVA Multi Regression Analysis Factor Analysis Canonic Correlation Analysis MDS Discriminant analysis Cluster method

Name of Lecturer(s)
Learning Outcomes
1.The ability to analysis complex relations of real world accurately
2.The ability to give management and policy decisions in a more effective manner
3.To learn how to apply different statistical and econometric analysis to problems
4.Gaining ability on computer based analysing and explaining
5.To be able to conduct research using a variety of techniques by associating multivariate techniques with research objectives.
Recommended or Required Reading
1.Moutinho, L.,Evans, M., Applied Marketing Research,Addison Wesley,1992
2.Churchill, G.A., Marketing Research: MethodologicalFoundations, 6th Ed.,Dryden,1995
Weekly Detailed Course Contents
Week 1 - Theoretical
ANOVA
Week 2 - Theoretical
Regression models with single explatory
Week 3 - Theoretical
Step wise Backward elimination Forward eilmination Regression models with multi explatory Step wise Backward elimination
Week 4 - Theoretical
Factor analysis
Week 5 - Practice
Applications
Week 6 - Theoretical
Canonical correlation analysis
Week 7 - Theoretical
Korrespondence Analizi
Week 8 - Practice
Applications
Week 9 - Theoretical
Multi dimensional scaling (MDS)
Week 10 - Theoretical
Discriminant analysis
Week 11 - Theoretical
Applications
Week 12 - Practice
Cluster analysis
Week 13 - Theoretical
Applications
Week 14 - Practice
Applications
Assessment Methods and Criteria
Type of AssessmentCountPercent
Midterm Examination1%40
Final Examination1%60
Workload Calculation
ActivitiesCountPreparationTimeTotal Work Load (hours)
Lecture - Theory143270
Lecture - Practice142263
Midterm Examination125126
Final Examination135136
TOTAL WORKLOAD (hours)195
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
PÇ-10
OÇ-1
4
1
2
2
1
1
2
4
1
OÇ-2
1
3
1
1
2
2
2
1
OÇ-3
5
OÇ-4
1
3
2
1
2
3
1
4
2
OÇ-5
5
Adnan Menderes University - Information Package / Course Catalogue
2026