6817 - 多變量分析

Multivariate Analysis

教育目標 Course Target

學習多變量分析方法及其應用:
1.使學生了解多變量分析的方法與學理
2.能具備統計套裝軟體操作與分析技能
3.能體認多變量分析方法的嚴謹性及應用性
4.能利用多變量分析法於資料分析及論文寫作透過對研究生執行其論文研究極為重要的各項量化工具逐一介紹,包括:主成分分析、因素分析、區別分析、迴歸分析、典型相關分析、集群分析、多變量變異數分析、線性結構模式分析等...各種多變量的分析方法分別進行使用目的的說明及SPSS軟體的操作演練,藉以提昇碩士研究生對各種統計分析工具的應用能力。

Learn multivariate analysis methods and their applications:
1. To enable students to understand the methods and theories of multivariate analysis
2. Be able to operate and analyze statistical package software
3. Be able to appreciate the rigor and applicability of multivariate analysis methods
4. Be able to use multivariate analysis methods in data analysis and thesis writing. Various quantitative tools that are extremely important for graduate students to perform their thesis research will be introduced one by one, including: principal component analysis, factor analysis, difference analysis, regression analysis, canonical correlation analysis, cluster analysis, multivariable variation analysis, linear structure pattern analysis, etc... Various multivariate analysis methods will be explained respectively for the purpose of use and the operation of SPSS software, so as to enhance the application ability of various statistical analysis tools for postgraduate students.

課程概述 Course Description

Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1.Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.

Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include:
1.Basic Statistics.
2.Dependence Method.
3.InterDependence Methods.
4.Structural Model.
5.Case Exercise.

參考書目 Reference Books

1.吳萬益,2005,企業研究方法,華泰書局出版。

1. Wu Wanyi, 2005, Enterprise Research Methods, published by Huatai Book Company.

評分方式 Grading

評分項目
Grading Method
配分比例
Percentage
說明
Description
課程參與
course participation
30
口頭及書面發表
Oral and written presentations
40

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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 6817
  • 學分 Credit: 3-0
  • 上課時間 Course Time:
    Wednesday/2,3,4[M207-3]
  • 授課教師 Teacher:
    陳錚中
  • 修課班級 Class:
    餐旅碩1,2
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 12 人

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