Zagreb, 4th – 6th June 2008

Overview and Examples of Multivariate Methods

• introduction and examples of multivariate statistics
• review of univariate statistics
  

Analysis of Groups: Multivariate Analysis of Variance

• introduction to multivariate analysis of variance
• factorial MANOVA
• contrasts
  

More Multivariate Linear Models

• multivariate repeated measures
• doubly multivariate repeated measures
• multivariate multiple regression
• canonical correlation
  

Classification Into Groups: Discriminant Analysis

• canonical discriminant analysis
• linear discriminant analysis
• quadratic discriminant analysis
• discriminant analysis and crossvalidation
• stepwise discriminant analysis
  

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 models and confirmatory factor analysis
• confirmatory factor analysis
• structural equation models with repeated measurements
  

Additional Data Topics

• preparing data for multivariate analysis
• checking assumptions