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
1 Aug. 19 - Aug. 23 Course Information and Introduction Format presented in class; Format suitable for printing
2 Aug. 26 - Aug. 30 Characterizing and Displaying Multivariate Data Format presented in class; Format suitable for printing R session 1 R Lab 1 Due: Aug. 29
3 Sep. 2 - Sep. 6 A Short Review of Matrix Algebra Format presented in class; Format suitable for printing R session 2
4 Sep. 9 - Sep. 13 Multivariate Normal Distribution and Copula Format presented in class; Format suitable for printing R session 3 R Lab 2 Due: Sep. 12
5 Sep. 16 - Sep. 20 Inferences about a Mean Vector Format presented in class; Format suitable for printing R session 4
6 Sep. 23 - Sep. 27 Comparisons of Several Mean Vectors Format presented in class; Format suitable for printing R session 5 R Lab 3 Due: Sep. 26
7 Sep. 30 - Oct. 4 Multivariate Linear Regression Format presented in class; Format suitable for printing R session 6
8 Oct. 7 - Oct. 11 Repeated Measures Analysis Format presented in class; Format suitable for printing R session 7 R Lab 4 Due: Oct. 10
9 Oct. 14 - Oct. 18 Principal Components Analysis Format presented in class; Format suitable for printing R session 8
10 Oct. 21 - Oct. 25 Factor Analysis Format presented in class; Format suitable for printing R session 9
11 Oct. 28 - Nov. 1 Canonical Correlation Analysis Format presented in class; Format suitable for printing R session 10 Project I Due: Oct. 27 11:59pm EDT
12 Nov. 4 - Nov. 8 Classification Format presented in class; Format suitable for printing R session 11 R Lab 5 Due: Nov. 7
13 Nov. 11 - Nov. 15 Cluster Analysis Format presented in class; Format suitable for printing R session 12
14 Nov. 20 - Nov. 24 Multidimensional Scaling Format presented in class; Format suitable for printing R session 13 R Lab 6 Due: Nov. 21
15 Nov. 25 - Nov. 29 No Class--Thanksgiving
16 Dec. 2 - Dec. 6 Review Format presented in class; Format suitable for printing
17 Dec. 9 - Dec. 13 Project II Due: Dec. 12 11:59pm EST