多變量分析                                                                                                                                   

 

 

課程大綱

老師:鍾麗英

開課系級:商學院〈3〉

修別:選

學分:3學分

授課時數:3小時

課程中文名稱:多變量分析

課程英文名稱:Multivariate Analysis

先修科目:

教學目的:

Students will learn the concept and application of the multivariate data analysis techniques. Statistical software (SAS and SPSS) for multivariate techniques will be introduced in examples.

內容綱要:

Syllabus:

2/18 review of statistics

2/25 ANOVA and regression analysis

3/4 introduction to multivariate techniques

3/11 principal component

3/18 factor analysis (1)

3/25 computer lab.

4/1 factor analysis (2)

4/8 cluster analysis

4/15 discriminant analysis

4/22 logistic regression

4/29 multivariate ANOVA

5/6 canonical correlation

5/13 covariance structural models

5/20 final exam

5/27 preparation for project

6/3 presentation (1)

6/10 presentation (2)

Grading Policy:

出席成績 10%

作業成績 30%

期末考 30%

project 30%

其他〈如參考書目等〉:

1. Applied Multivariate Techniques by Subhash Sharma (滄海書局)

2. 多變量分析 第七版 黃俊英著 (華泰書局 tel: 02 23773877)

3. 多變量分析 陳順宇著 (華泰書局 tel: 02 23773877)