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)
|