本課程是由交通大學統計學研究所提供。
The aims of this course are:
(1) To illustrate extensions of univariate statistical methodology to multivariate data.
(2) To introduce students to some of the distinctive statistical methodologies which arise only in multivariate data.
(3) To introduce students to some of the computational techniques required for multivariate analysis available in standard statistical packages.
Topics include: multivariate techniques and analyses, multivariate analysis of variance, principal component analysis and factor analysis, cluster analysis, discrimination and classification.
課程用書：Johnson, R.A. and Wichern, D.W., 2007. Applied Multivariate Statistical Analysis (6th Edition). Prentice Hall, Upper Saddle River, NJ.
為求學習成效完美，請購買課本！
| Instructor(s) | 統計學研究所 黃冠華老師 |
|---|---|
| Course Credits | 3 |
| Academic Year | 104學年度 |
| Level | 碩士生 |
| Prior Knowledge | 線性代數、機率、數學統計與線性迴歸 |
| Related Resources | Course Video 課程綱要 課程行事曆 |