100年第2學期-1390 多變量分析 課程資訊

課程分享

選課分析

本課程名額為 100人,已有55人選讀,尚餘名額45人。

評分方式

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

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.