Present the concepts and methods of multivariate analysispresent the concepts and methods of multivariate analysis
Fields in the biological, physical and social sciences frequently collect observations involved several variables. Data analysis on such cases becomes truly fascinating and challenging. Modern computer packages readily provide the techniques for complex statistical data analysis. Therefore, we integrate several aspects of computer usage into the course for illustration. This course contains an understanding of the basic knowledge and well-developed statistical theories necessary for selecting appropriate techniques in a wide variety of application environments. Some topics including principal analysis, factor analysis, canonical correlation analysis, discriminant analysis, clustering and classification analysis etc. are contained in the course.
Fields in the biological, physical and social sciences frequently collect observations involved several variables. Data analysis on such cases becomes truly fascinating and challenging. Modern computer packages readily provide the techniques for complex statistical data analysis. Therefore, we integrate several aspects of computer usage into the course for illustration. This course contains an understanding of the basic knowledge and well-developed statistical theories necessary for selecting appropriate techniques in a wide variety of application environments. Some topics including principal analysis, factor analysis, canonical correlation analysis, discriminant analysis, clustering and classification analysis etc. are contained in the course.
Applied Multivariate Statistical Aanlysis, 6 ed., by Johnson and Wichern.
applied multivariate statistical A pressed a little, 6 amount., by Johnson and W i car let you.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| Quiz 1Quiz 1 quiz 1 |
15 | |
| MidtermMidterm midterm |
25 | |
| Quiz 2Quiz 2 quiz 2 |
15 | |
| FinalFinal final |
35 | |
| HomeworkHomework homework |
10 |
