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