| 當期課號 |
7052 |
Course Number |
7052 |
| 授課教師 |
陳美菁 |
Instructor |
CHEN,MEI CHING |
| 中文課名 |
多變量分析 |
Course Name |
Multivariate Analysis |
| 開課單位 |
企業管理系碩士班二A |
Department |
|
| 修習別 |
選修 |
Required/Elective |
Elective |
| 學分數 |
3 |
Credits |
3 |
| 課程目標 |
本課程主要係透過較溫和的統計教導方式而排除學生所畏懼之數學推導方式來介紹商學領域常用的多變量分析技術，主要是強調各種資料分析技術使用的時機及統計套裝軟體的使用及其結果的說明。 |
Objectives |
This course is to make statistics a “kinder and gentler” subject by introducing students to the various multivariate techniques used in businesses without intimidating them with mathematical derivations. The main emphasis is on when to use the various data analytic techniques and how to interpret the resulting output obtained from the most widely used statistical packages. |
| 教材 |
Textbook : 多變量分析 陳順宇 著 華泰書局 Reference : Applied Multivariate Methods for Data Analysts (1998) Dallas E. Johnson Duxbury Press (雙葉書廊) |
Teaching Materials |
Textbook : 多變量分析 陳順宇 著 華泰書局 Reference : Applied Multivariate Methods for Data Analysts (1998) Dallas E. Johnson Duxbury Press (雙葉書 |
| 成績評量方式 |
期中報告(20%)、期中考(20%)、期末報告(20%)、期末考(20%)、平時成績(20%) |
Grading |
Midterm Report(20%), Midterm Exam.(20%), Final Report(20%), Final Exam.(20%), Homework(20%). |
| 教師網頁 |
|
| 教學內容 |
多變量資料之判定、主成份分析、因素分析、多變量變異數分析、區別分析、集群分析、測量之信度與效度分析 |
Syllabus |
Multivariate Data, Priciple Analysis, Factor Analysis, Multivariate Analysis of Variance, Discriminant Analysis, Cluster Analysis, Relibility and Validitity Analysis |