98年第2學期-1388 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50人選讀,尚餘名額50人。

評分方式

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

授課教師

呂恒輝

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.

課程資訊

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.