DSA 8070 Multivariate Analysis
Contact Information
Instructor
:
Whitney Huang
Email
:
wkhuang@clemson.edu
Office Hours
: TBD via Zoom
Syllabus
:
Link
Announcements
Welcome to DSA8070!
Schedule
Week
Date
Topic
Lecture Notes
R Session
R Lab
Project
0
Aug. 14 - Aug. 18
Course Information
Format presented in class
;
Format suitable for printing
1
Aug. 21 - Aug. 25
Introduction
Format presented in class
;
Format suitable for printing
2
Aug. 28 - Sep. 1
Characterizing and Displaying Multivariate Data
Format presented in class
;
Format suitable for printing
R session 1
R Lab 1 Due: Aug. 31
3
Sep. 4 - Sep. 8
A Short Review of Matrix Algebra
Format presented in class
;
Format suitable for printing
R session 2
4
Sep. 11 - Sep. 15
Multivariate Normal Distribution and Copula
Format presented in class
;
Format suitable for printing
R session 3
R Lab 2 Due: Sep. 14
5
Sep. 18 - Sep. 22
Inferences about a Mean Vector
Format presented in class
;
Format suitable for printing
R session 4
6
Sep. 25 - Sep. 29
Comparisons of Several Mean Vectors
Format presented in class
;
Format suitable for printing
R session 5
R Lab 3 Due: Sep. 28
7
Oct. 2 - Oct. 6
Multivariate Linear Regression
Format presented in class
;
Format suitable for printing
R session 6
8
Oct. 9 - Oct. 13
Repeated Measures Analysis
Format presented in class
;
Format suitable for printing
R session 7
R Lab 4 Due: Oct. 12
9
Oct. 16 - Oct. 20
Principal Components Analysis
Format presented in class
;
Format suitable for printing
R session 8
Project I Due: Oct. 19 11:59pm EDT
10
Oct. 23 - Oct. 27
Factor Analysis
Format presented in class
;
Format suitable for printing
R session 9
11
Oct. 30 - Nov. 3
Canonical Correlation Analysis
Format presented in class
;
Format suitable for printing
R session 10
R Lab 5 Due: Nov. 2
12
Nov. 6 - Nov. 10
Classification
Format presented in class
;
Format suitable for printing
R session 11
13
Nov. 13 - Nov. 17
Cluster Analysis
Format presented in class
;
Format suitable for printing
R session 12
R Lab 6 Due: Nov. 16
14
Nov. 20 - Nov. 24
No Class--Thanksgiving
15
Nov. 27 - Dec. 1
Multidimensional Scaling
Format presented in class
;
Format suitable for printing
R session 13
16
Dec. 4 - Dec. 8
Review
Format presented in class
;
Format suitable for printing
17
Dec. 11 - Dec. 15
Project II Due: Dec. 14 11:59pm EST