課程介紹
Multivariate analysis enables researchers to explore the joint performance of such variables and to determine the effect of each variable in the presence of the others. This course will introduce fundamental concepts and operations of multivariate statistical analysis. This course also focuses on when to use the various analytic techniques and how to interpret the resulting output from the most widely used statistical packages (e.g., SPSS).
教科書:
- 呂金河譯，多變量分析，滄海書局，2012年。
- Wolfgang Härdle and Leopold Simar, Applied Multivariate Statistical Analysis, Springer, 1st edition, 2003.
- Richard A. Johnson and Dean W. Wichern, Applied Multivariate Statistical Analysis, Prentice Hall, 6th edition, 2007.
- T. W. Anderson, An Introduction to Multivariate Statistical Analysis, 3rd edition, Wiley-Interscience, 2003.
教學進度:
|
週次 |
日期 |
課程進度 |
備註 |
|
1 |
09/07 |
課程介紹 |
|
|
2 |
09/14 |
資料處理基礎 |
|
|
3 |
09/21 |
主成分分析 |
|
|
4 |
09/28 |
主成分分析 |
|
|
5 |
10/05 |
因素分析 |
|
|
6 |
10/12 |
因素分析 |
|
|
7 |
10/19 |
驗證性因素分析 |
|
|
8 |
10/26 |
驗證性因素分析 |
|
|
9 |
11/02 |
期中報告繳交 |
期中考週 |
|
10 |
11/09 |
群集分析 |
|
|
11 |
11/16 |
群集分析 |
|
|
12 |
11/23 |
邏輯斯迴歸 |
|
|
13 |
11/30 |
邏輯斯迴歸 |
|
|
14 |
12/07 |
判別分析 |
|
|
15 |
12/14 |
判別分析 |
|
|
16 |
12/21 |
專題演講TBD |
|
|
17 |
12/28 |
專題演講TBD |
|
|
18 |
01/04 |
期末報告繳交 |
期末考週 |
本課程不開放報名
