103年第2學期-1760 多變量分析 課程資訊

評分方式

評分項目 配分比例 說明
Quiz 1 15
Midterm 25
Quiz 2 15
Final 35

選課分析

本課程名額為 70人,已有62 人選讀,尚餘名額8人。


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授課教師

魏文翔

教育目標

Present the concepts and methods of multivariate analysis

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

Applied Multivariate Statistical Aanlysis, 6 ed., by Johnson and Wichern.

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