A.1 | Interpret mathematical terms related to multivariate analysis. |
A.2 | Understand the importance of normal distribution in the analysis of multiple variables. |
A.3 | The student's understanding of cluster analysis and legal analysis. |
A.4 | Understand basic meanings and applications using statistical software. |
In. Mental skills)
B.1 | Ability to link some statistical concepts to multivariate analysis. |
B.2 | The student becomes able to deduce scientific indicators that determine the dimensions of the phenomenon under study. |
B.3 | Ability to understand cluster analysis and legal analysis. |
B.4 | Expand the student's mental perceptions and know how to use appropriate data analysis. |
c. Practical & Professional Skills)
C.1 | The use of multiple analysis methods in applied research. |
C.2 | The student performs work of an analytical and theoretical nature. |
C.3 | The student will be able to use cluster and legal analysis. |
C.4 | The use of ready-made computer programs in multivariate analysis. |
W. Generic and transferable skills)
D.1 | The ability to understand the methods of multivariate analysis. |
D.2 | Ability to use ready-made computer programs in multivariate analysis. |
D.3 | The ability to understand the concept of main compounds and analyze factors theoretically and practically. |
D.4 | Work as a team to solve specific problems when analyzing multivariates. |
Teaching and learning methods
...Lectures
· Exercises
· Ready-made statistical programs
Methods of assessments
(Assessment table)
Rating No. | Evaluation methods | Evaluation Duration | Evaluation weight | Percentage | Rating Date (Week) | Reviews |
First Assessment | Midterm exam |
| 20 | 20% | 7 |
|
Second Assessment | Half Exercises |
| 10 | 10% |
|
|
Third Assessment | Second midterm exam |
| 20 | 20% | 14 |
|
Fourth Assessment | Final Exam |
| 50 | 50% | 16 |
|
Total | 100 degree | 100% | ||||
(Course contents )
Scientific topic | Number of Hours | Lecture | laboratory | Exercises | discussion | Number of weeks |
| مقدمة في البيانات متعددة المتغيرات ، R و Matlab. | 8 | 4 | 3 | 1 |
| 2 |
| التوزيع الطبيعي متعد المتغيرات. | 8 | 4 | 2 | 2 |
| 2 |
| المركبات الرئيسة. | 8 | 4 | 3 | 1 |
| 2 |
| تحليل عوامل. | 8 | 2 | 5 | 1 |
| 2 |
| التحليل العنقودي | 8 | 4 | 3 | 1 |
| 2 |
| MANOVA والتحليل التمييزي. | 8 | 3 | 4 | 1 |
| 2 |
| تحليل الارتباط القانوني. | 8 | 4 | 2 | 1 |
| 2 |
| ||||||
(References )
Bibliography | Publisher | Version | Author | Where it is located |
Rapporteur notes | Explanatory note prepared by the course instructor |
|
|
|
Textbooks | An R and S-plus companion to multivariate analysis. |
| Brain Everitt, | Library |