East Carolina University
Department of Psychology

    Linked here are documents containing lessons designed to teach the intermediate level student how to use SAS for multivariate statistical analysis. The documents often include the data, or links to the data, for the analyses used as examples. For those documents bearing my copyright notice, I grant permission to all to employ the documents for noncommercial, educational purposes, as long as the documents are reproduced only in their entirety and include my copyright notice.

    If it is basic introduction to SAS you want, check out my page SAS Lessons: The Basics.

Dr. Karl L. Wuensch
Department of Psychology
East Carolina University

• Canonical Correlation/Regression

• Cronbach's Alpha -- also includes a log of messages from the EDSTAT list.

• Least Squares Analyses of Variance and Covariance

Cluster Analysis

• Clustering Cases
• Clustering Variables

ANOVA with Correlated Samples

• An Introduction to Within-Subjects Analysis of Variance

• The Multivariate Approach to the One-Way Repeated Measures ANOVA

• The A X (B X S) ANOVA: A Multivariate Approach

• Three-Way Analyses of Variance Containing One or More Repeated Factors

• Convert Data from Univariate Setup to Multivariate Setup or Vice Versa

Multiple Imputation

• Exporting Multiple Imputation Data from SAS to Excel

• Multiple Regression with Data from Multiple Imputations

• Curvilinear Regression -- with an emphasis on polynomial regression.

• Multiple Regression with SAS - a simple introduction
• Using Proc GLM to Put Confidence Intervals Around Effect Size Estimates

• Multiple R² and Partial Correlation/Regression Coefficients

• Inverting Matrices: Determinants and Matrix Multiplication

• Using Matrix Algebra to do Multiple Regression

• Type=Corr Data Sets in SAS

• Regression Diagnostics

• Stepwise Multiple Regression

• Comparing Regression Lines From Independent Samples

• Continuous Moderator Variables in Multiple Regression Analysis

• Statistical Tests of Models That Include Mediating Variables

• Path Analysis

• Logistic Regression

PCA and Factor Analysis

• Principal Components Analysis        Slideshow

• Factor Analysis                              Slideshow

DFA

• Discriminant Function Analysis

MANOVA

• One-Way Multiple Analysis of Variance

• Factorial MANOVA

• Multivariate Analysis With SAS

• Multivariate Analysis with SPSS

• Visit Karl's Index Page

Contact Information for the Webmaster,
Dr. Karl L. Wuensch


 

This page most recently revised on 21-October-2019.