Statistics and Multivariate Data Analysis
Aviation Studies and Management
Institute of Social Sciences
Third Cycle (Doctorate Degree)
| Course Unit Title | Course Unit Code | Type of Course Unit | Level of Course Unit | Year of Study | Semester | ECTS Credits |
|---|---|---|---|---|---|---|
| Statistics and Multivariate Data Analysis | HYD608 | Elective | Doctorate degree | 1 | Spring | 7 |
Name of Lecturer(s)
Prof. Dr. Selçuk KOÇ
Associate Prof. Dr. Ejder AYÇİN
Associate Prof. Dr. Didem RODOPLU ŞAHİN
Learning Outcomes of the Course Unit
1) Course outcome is to use the statistical techniques which is often used in business life
2) Interprate results provided from this process.
3) To enhance quantitative abilities.
4) To learn the fundamental concepts of multivariate statistics
Program Competencies-Learning Outcomes Relation
| Program Competencies | ||||||||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | ||
| Learning Outcomes | ||||||||||||
| 1 | High | High | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
| 2 | No relation | No relation | Middle | High | No relation | No relation | No relation | No relation | No relation | No relation | No relation | |
| 3 | No relation | No relation | No relation | No relation | High | High | No relation | No relation | No relation | No relation | No relation | |
| 4 | No relation | No relation | No relation | No relation | No relation | Low | Middle | Middle | No relation | No relation | No relation | |
Mode of Delivery
Face to Face
Prerequisites and Co-Requisites
None
Recommended Optional Programme Components
Not Required
Course Contents
Introduction to multivariate statistical analysis, Multivariate analysis of variance(MANOVA), Principal Component analysis,Factor analysis, Cluster analysis, Discriminant analysis, Multidimensional Scaling Techniques.
Recommended or Required Reading
Planned Learning Activities and Teaching Methods
Assessment Methods and Criteria
Contribution of Midterm Examination to Course Grade |
40% |
|---|---|
Contribution of Final Examination to Course Grade |
60% |
Total |
100% |
Language of Instruction
Turkish
Work Placement(s)
Not Required