98年第2學期-5263 多變量分析 課程資訊

評分方式

評分項目 配分比例 說明
論文選讀與SPSS操作示範 30 每人分配約2次
期中報告 30 投稿用
期末報告 30 投稿用
平常成績(含出缺席) 10 上課參與討論態度與出缺席

選課分析

本課程名額為 10人,已有4 人選讀,尚餘名額6人。


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授課教師

丁冰和

教育目標

學習多變量分析方法及其應用 1. 使學生了解多變量分析的方法與學理(知識) 2. 能具備統計套裝軟體操作與分析技能(技能) 3. 能體認多變量分析方法的嚴謹性及應用性(態度) 4. 能利用多變量分析法於資料分析及論文寫作(其他)

課程概述

Fields in the biological, physical and social sciences frequently collect observations involved several variables. Data analysis on such cases becomes truly fascinating and challenging. Modern computer packages readily provide the techniques for complex statistical data analysis. Therefore, we integrate several aspects of computer usage into the course for illustration. This course contains an understanding of the basic knowledge and well-developed statistical theories necessary for selecting appropriate techniques in a wide variety of application environments. Some topics including principal analysis, factor analysis, canonical correlation analysis, discriminant analysis, clustering and classification analysis etc. are contained in the course.

課程資訊

參考書目

1.Subhsh Sharma, Applied Multivariate Techniques
2.Hair etal, Multivariate Data Analysis


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