Multivariate Statistical Methods: Fall 2005 (KU)


Upcoming Workshops:

Thank you for visiting my course notes. Here are some upcoming opportunities to learn from me and my colleagues in person:

WorkshopDatesLocationInstructor
Diagnostic MeasurementMay 22-25, 2017Omni Hilton Head Oceanfront Resort, Hilton Head Island, South CarolinaJonathan Templin
Introduction to Longitudinal Multilevel ModelsMay 30-June 2, 2017Omni Hilton Head Oceanfront Resort, Hilton Head Island, South CarolinaLesa Hoffman

Multivariate Statistical Methods
Summer, 2005: University of Kansas
Course Documents
Materials
Syllabus
Lecture Slides and Example Files
LectureTopic
1Introduction
Slides
2SAS/Matrices
Slides
3Matrix Algebra
SlidesData
SAS Syntax
4Multivariate Normal Distribution
SlidesData
SAS Syntax
5Mean Vector Inferences
SlidesData
SAS Syntax
6Comparison of Several Mean Vectors
SlidesSAS Syntax
7Multivariate ANOVA
SlidesData #1
Data #2Data #3
SAS Syntax
8Profile Analysis/Multivariate Regression
SlidesData #1
SAS Syntax
9Case Studies
SlidesData #1
Data #2Data #3
SAS Syntax #1SAS Syntax #2
10Principal Components Analysis
SlidesData #1
Data #2Data #3
SAS Syntax
11Introduction to Factor Analysis
SlidesData
SAS Syntax
12Canonical Correlation
SlidesData
SAS Syntax
13Discrimination and Classification
SlidesData
SAS Syntax
14Distance Based Scaling
SlidesSAS Syntax
Homework
Assignments
Homework #2
Homework #3
Homework #4
Homework #5
Homework #6
Homework #7
Homework #8
Midterm
MidtermMidterm Data Set #1Midterm Data Set #2
Final
FinalFinal Data Set