多變量分析
Multivariate Analysis
| 節 | 週二 |
|---|---|
2 09:00–09:50 | 多變量分析 MB506（光復） 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
本課程旨在訓練學生處理與分析多變量資料之能力。
線性代數、統計學、實驗設計、迴歸分析
無備註
教師未提供此項資料
1)出席情況 5% 2)作業 30% 3)期中及期末考試(含計畫) 65%
Introduction to Applied Multivariate Statistics and Some Basic Concepts
Data Manipulation
Principal Component Analysis
Factor Analysis
Cluster Analysis
Discriminant Analysis
1. Two Groups 2. K Groups
Multivariate Analysis of Variance (MANOVA)
1. Two Groups 2. K Groups
Canonical Correlation Analysis
Other Multivariate Analysis Topics (if time allows)
| 週次 | 主題 |
|---|---|
| 第 1 週 | Introduction to Applied Multivariate Statistics and Some Basic Concepts |
| 第 2 週 | Data Manipulation |
| 第 3 週 | Principal Component Analysis |
| 第 4 週 | Principal Component Analysis |
| 第 5 週 | Factor Analysis |
| 第 6 週 | Factor Analysis |
| 第 7 週 | Cluster Analysis |
| 第 8 週 | Discriminant Analysis |
| 第 9 週 | Discriminant Analysis |
| 第 10 週 | 期中考 |
| 第 11 週 | Logistic Regression |
| 第 12 週 | Multivariate Analysis of Variance (MANOVA) |
| 第 13 週 | Multivariate Analysis of Variance (MANOVA) |
| 第 14 週 | Canonical Correlation Analysis |
| 第 15 週 | Canonical Correlation Analysis |
| 第 16 週 | Other Multivariate Analysis Topics |
| 第 17 週 | Other Multivariate Analysis Topics |
| 第 18 週 | 期末考 |
(1) ”Applied Multivariate Techniques”, by Subhash Sharma, Wiley, 1996. (2) “Analyzing Multivariate Data”, by Lattin, Carroll and Green, Thomson Brooks/Cole, 2003. (3) “Applied Multivariate Analysis”, third Edition, by Johnson and Wichern, Prentice Hall. 1992. (4) “Multivariate Data Analysis”, by Hair, Anderson and Black , Maxwell and Macmillan, 1987.
- 地點
- 管理二館502室
- 時間
- 星期三3:30-4:30p.m (或另約時間)
- 聯絡方式
- (03)5731896(直撥)或校內分機:31896