1760 - 多變量分析 英授 Taught in English
Multivariate Analysis
教育目標 Course Target
Present the concepts and methods of multivariate analysis
Present the concepts and methods of multivariate analysis
課程概述 Course Description
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.
參考書目 Reference Books
Applied Multivariate Statistical Aanlysis, 6 ed., by Johnson and Wichern.
Applied Multivariate Statistical Aanlysis, 6 ed., by Johnson and Wichern.
評分方式 Grading
| 評分項目 Grading Method |
配分比例 Percentage |
說明 Description |
|---|---|---|
|
Quiz 1 Quiz 1 |
15 | |
|
Midterm Midterm |
25 | |
|
Quiz 2 Quiz 2 |
15 | |
|
Final Final |
35 | |
|
Homework Homework |
10 |
授課大綱 Course Plan
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必修-1758
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統計系3A 呂恒輝 | 四/6,7[M116] 三/7[M117] | 0-3 | 詳細資訊 Details | |
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餐旅專班1,2 陳錚中 | 三/2,3,4[M214] | 0-3 | 詳細資訊 Details | |
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課程資訊 Course Information
基本資料 Basic Information
- 課程代碼 Course Code: 1760
- 學分 Credit: 0-3
-
上課時間 Course Time:Monday/7[M116] Thursday/7,8[M119]
-
授課教師 Teacher:魏文翔
-
修課班級 Class:統計系3B
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