Table of Contents
Overview and Examples of Multivariate Methods
introduction and examples of multivariate statistics
review of univariate statistics
introduction to multivariate linear models
ODS Statistical Graphics in SAS 9.2
Analysis of Groups: Multivariate Analysis of Variance
factorial MANOVA
contrasts
More Multivariate Linear Models
multivariate multiple regression
canonical correlation
Classification Into Groups: Discriminant Analysis
canonical discriminant analysis
linear discriminant analysis
quadratic discriminant analysis
discriminant analysis and empirical validation
Variable Reduction and Extraction of Meaningful Factors
principal components analysis
exploratory factor analysis
Cronbach's coefficient alpha for scale reliability
Analysis of Structure Using the CALIS Procedure
introduction to structural equation models
confirmatory factor analysis
regression path models
structural equation models with latent variables
structural models with repeated measurements
Additional Data Topics
evaluating assumptions for multivariate analysis