100年第1學期-4323 多變量統計分析 課程資訊

課程分享

選課分析

本課程名額為 70人,已有16人選讀,尚餘名額54人。

評分方式

評分項目 配分比例 說明
homework and report 50
final exam. 50

授課教師

沈葆聖

教育目標

The objective of this course is to introduce various topics in multivariate analysis and to provide SAS coding for their applications in real data analysis.

課程概述

The topics of this course include (1) Basic concepts of modeling, estimation and testing (2) Factor analysis; (3) Discrimination analysis; (4) Cluster analysis; (5) MANOVA ;(6) Corresponding analysis; (7) SAS coding. Midterm:40%; Final:40%; HW:20% Text: (1) Applied multivariate statistical analysis by R. A. Johnson (2) Applied multivariate techniques by Subhash Sharma (3) SAS coding and data analysis by Pao-sheng Shen

課程資訊

參考書目

1. SAS 統計軟體與資料分析(by Pao-sheng Shen)
2. Applied Multivariate Techniques (by Subhash Sharma)