| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| AB06018 | 多變量分析 | Multivariate analysis | 3.0 | 3 |
| 中文概述 Chinese Description | 本課程的主要目標是提供修課者對多變量方法的理論了解與軟體工具，作為協助專業計畫或論文研究有關於多變量資料的分析。本課程內容為Matrix Algebra & Random Vectors, Comparisons on Several Multivariate Linear Regression Models, Principal Components, Factor Analysis, Canonical Correlation Analysis, Discrimination & Classification, Clustering 等。課程內容除了理論介紹外，期刊論文應用的例子是本課程教材的另一特色。成績以專案報告、期中、期末考為評分依據。 | |||
| 英文概述 English Description | Introduction & SAS, Matrix Algebra & Random Vectors, Comparisons on Several Multivariate Means, Multivariate Linear Regression Models, Journal paper discussion-Multiple Regression, Principal Components, Journal paper, iscussion-PCA Factor Analysis, Journal paper discussion-Factor Analysis, Canonical Correlation Analysis, Journal paper discussion-Canonical Correlation Analysis, Discrimination & Classification, Journal paper discussion-Discrimination & Classification, Clustering, Project | |||
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