Information Package / Course Catalogue
| Course Code | : EK410 |
| 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 |
To teaching of multivariate concept, the distribution of multivariate random variables, multivariate normal distribution and parameters estimations, hypothesis tests and dimension reduction of multivariate random variables.
1. Explanation of random variable and multivariate random variable concepts 2. Parameters of multivariate distributions 3. Multivariate normal distribution and its characteristics 4. Location tests for multivariate normal distribution 5. To satisfy the independency between the variables . 6. The uses of Principal Component Analysis - Factor Analysis techniques
| Assoc. Prof. Elvan HAYAT |
| 1. | Explanation of the single and multivariate random variable concepts |
| 2. | Description of the Continuous distribution and satisfaction of normality conditions. |
| 3. | Description of the Multivariate normal distribution and its characteristics |
| 4. | Using of computer for multivariate analysis |
| 5. | Applying Factor Analysis |
| 1. | Anderson, T.W. : An Introduction to Multivariate Statistical Analysis , John Wiley and Sons. Inc., New York 2003. |
| 2. | Johnson, R.A. and Wichern, D.W. : Applied Multivariate Statistical Analysis, Prentice-Hall, New Jersey, 2002. |
| 3. | . |
| Type of Assessment | Count | Percent |
|---|---|---|
| Midterm Examination | 1 | %40 |
| Final Examination | 1 | %70 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 14 | 3 | 3 | 84 |
| Lecture - Practice | 1 | 12 | 3 | 15 |
| Midterm Examination | 1 | 8 | 1 | 9 |
| Final Examination | 1 | 15 | 1 | 16 |
| TOTAL WORKLOAD (hours) | 124 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | |
OÇ-1 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
OÇ-2 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
OÇ-3 | 5 | 3 | 5 | 3 | 3 | 3 | 5 | 5 | 5 |
OÇ-4 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 |
OÇ-5 | 4 | 4 | 4 | 4 | 2 | 5 | 2 | 2 | 2 |