98年第2學期-1388 多變量分析 課程資訊

評分方式

評分項目	配分比例	說明
Quiz	30
Midterm	30
Final	40

教育目標

學習多變量統計分析之基礎理論與實務應用.

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

必修課，學分數：0-3
上課時間：二/2[M116] 三/2,3[M132]
修課班級：統計系3A
修課年級：年級以上
選課備註：

參考書目

1. Textbook: Applied Multivariate Statistical Analysis by Richard A. Johnson and Dean W. Wichern.
2. References: An Introduction to Multivariate Statistical Analysis (3rd ed.) by Anderson, T. W.