NTHU STAT 5191 - Applied Multivariate Analysis

清華大學 統計所 應用多變量分析

Feb 2010 ~ Jun 2010


Notes

 (Jun 28)  作業總成績, 期末考成績, 學期總成績, 及成績統計
 (Jun 28)  期末考解答
 (Jun 20)  期末考相關資訊
 (Jun 10)  期中考解答及成績統計
 (May 27)  期中考考卷將於六月三日上課時發回
 (May 10)  期中考相關資訊
 (Mar 25)  下周四(4/1)適逢校際活動週, 停課一天. 將於4/8, 4/15, 4/22, 1:10~2:00補課
 (Mar 04)  助教的姓名,email address,office hour的時間與地點, 已公布於Syllabus
 (Mar 04)  因人數過多,上課教室自即日起改至 綜合三館 Room 837

  Lecture Notes Lecture Notes with Hand-Written Notices Video
01

 Multivariate Data

Feb 25 (Video 1) (Video 2)
Mar 04 (Video)
02

 Matrix Algebra (part 1) (part 2)

Mar 04 (Video 1) (Video 2) (Video 3)
Mar 11 (Video 1) (Video 2) (Video 3)
03

 Modeling of Multivariate Data and Multivariate Normal Distribution (part 1) (part 2) (part 3)

Mar 18 (Video 1) (Video 2) (Video 3)
Mar 25 (Video 1) (Video 2) (Video 3)
Apr 08 (Video 1) (Video 2) (Video 3)
04

 Principal Component Analysis (part 1) (part2)

Apr 08 (Video)
Apr 15 (Video 1) (Video 2) (Video 3) (Video 4)
Apr 22 (Video 1) (Video 2)
05

 Factor Analysis (part 1) (part 2) (part 3)

Apr 22 (Video 1) (Video 2)
Apr 29 (Video 1) (Video 2) (Video 3)
May 06 (Video 1) (Video 2) (Video 3)
May 13 (Video)
06

 Multidimensional Scaling

May 13 (Video)
May 20 (Video)
07

 Canonical Correlation Analysis (part 1) (part 2)

May 27 (Video 1) (Video 2)
Jun 03 (Video 1) (Video 2)
Jun 10 (Video 1) (Video 2)
08

 Discrimination Analysis (part 1) (part 2) (part 3)

Jun 10 (Video 1) (Video 2)
Jun 17 (Video 1) (Video 2) (Video 3)
   
09

 Cluster Analysis

   
10

 Hotelling's T2 Test and MANOVA

   
01  Introduction to R (Video)
02  Reference, 1.3, 1.4, 2.2, 2.4, 2.5 (Video 1) (Video 2)
03  Reference, 3.3 (Video 1) (Video 2)
04  Reference, 4.7 (Video)
05  Reference, 5.2.1 (Video)
06  Reference, 8.3 (Video)
07  Reference, 7.2.2, 7.2.3 (Video)
Assignment Due Day Solution Grader
HW1 Apr 15 solution 張明中(Q1,Q2) & 陳孜圩(Q3)
HW2 Apr 29 solution 張明中
HW3 May 20 solution 陳孜圩
HW4 June 03 solution 張明中
HW5 June 10 solution 陳孜圩