111年第2學期-5445 多變量分析 課程資訊

評分方式

評分項目	配分比例	說明
作業	30
期中考	30
期末報告	40

教育目標

使學生對多變量隨機變量的分佈理論，及多變量統計分析方法有深入的瞭解，並知道如何將其應用在實際問題。

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.

基本資料

選修課，學分數：0-3
上課時間：三/6,7,8[ST527]
修課班級：應數系3,4,碩1,2
修課年級：1年級以上
選課備註：應數系大學部3、4年級可作為應數系選修專題或系選修課程。

參考書目

1.Rencher, Alvin C. (1995) Methods of Multivariate Analysis
2.Johnson, R.A. and Wichern, D.W. (2012 )Applied Multivariate Statistical Analysis (6th Ed.)