學習多變量統計分析之基礎理論與實務應用.Learn the basic theory and practical application of multivariate statistical 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.
Textbook: Applied Multivariate Statistical Analysis by Richard A. Johnson and Dean W. Wichern.
Textbook: applied multivariate statistical analysis by Richard A. Johnson and Dean W. w iChe makes you.
| 評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
|---|---|---|
| 平時考平時考 Take the test at ordinary times |
35 | 包括出缺席 |
| 期中考期中考 midterm exam |
25 | |
| 期末考期末考 final exam |
40 |
