1758 - 多變量分析 英授 Taught in English

Multivariate Analysis

教育目標 Course Target

學習多變量統計分析之基礎理論與實務應用.

Learn the basic theories and practical applications of multi-variable statistical 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

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. Wichern.

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
平時考
Regular exam
35 包括出缺席
期中考
Midterm exam
25
期末考
Final exam
40

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 1758
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Thursday/6,7[M116] Wednesday/7[M117]
  • 授課教師 Teacher:
    呂恒輝
  • 修課班級 Class:
    統計系3A
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 69 人

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