Class Materials:

SAS Setup

Overview of Multivariate Methods

Review of Matrix Algebra

Multivariate Summary Statistics

Data Standardization

A Primer on Using SAS

Using SAS and Enterprise Guide

Using SAS Macros

The Multivariate Normal Distribution

Multivariate Outliers

Treatment of Missing Values

Sample Correlations

Principal Components Analysis

Factor Analysis

Discriminant Analysis

Logistic Regression

Introduction to Cluster Analysis

Hierarchical Clustering Methods

Partitive Clustering Methods

Cluster Analysis - Profiling and Scoring

Clustering Variables

Multidimensional Scaling

Mean Vectors and Covariance Matrices

Multivariate General linear Model

Repeated Measures Designs

Canonical Correlation Analysis

Additional Documentation on SAS:

%Plotit Macro