100年第1學期-4850 多變量分析 課程資訊

課程分享

選課分析

本課程名額為 70人,已有22人選讀,尚餘名額48人。

評分方式

評分項目 配分比例 說明
Homework 15
Tests 20 Two tests. 20% each.
Midterm Exam. 20
Final Exam. 25

授課教師

劉家頤

教育目標

Factor analysis Multiple regression analysis Multiple discriminant analysis and logistic regression Multiple analysis of variance Conjoint analysis Cluster analysis Multidimensional scaling Structural equation modeling

課程概述

Giving the overview of Multivariate Data Analysis and insights into Multivariate Data Analysis components. Main topics include: 1.Basic Statistics. 2.Dependence Method. 3.InterDependence Methods. 4.Structural Model. 5.Case Exercise.

課程資訊

參考書目

1. (課本) Hair, Black, Babin, Anderson, and Tatham, 2006, Multivariate Data Analysis, 7th Ed., Pearson, 華泰
2. (參考書) Johnson and Wichern, 2007, Applied Multivariate Statistical Analysis, 6th Ed., Pearson, 雙葉
3. 自編講義一冊