Multivariate Statistics

Summer 2005

General

Syllabus, Fall 2006

SAS Resources

For a student copy of SAS, contact Lane Reiser (1536)

link Online SAS Documentation (at OU)

doc SAS Introduction

doc SAS and Data Manipulation

References

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Factor Analysis

Thursday, 08/24/06

doc The Bivariate Normal Distribution

xls Excel code for transforming a circle

doc SAS for the two variable example in Chapter 14

doc SAS for principal components analysis of Depression Data

doc SAS to generate a multivariate normal sample

doc SAS to run factor analysis from a Correlation Matrix

ppt Factor Analysis Principles (Principle Component vs. Common Factor)

Cluster Analysis

doc Cluster Analysis with PROC CLUSTER

doc Cluster Analysis with PROC FASTCLUS

Generalized Linear Analysis

ppt The Generalized Linear Model and PROC GENMOD

Topics in linear modeling

ppt Ituition for GLM

doc Regresion using the PLS procedure

doc Hierarchical Regresion

doc Using GLM interaction for evaluating clusters

Structural Equation Modeling

Confirmatory Factor Analysis

ppt Principles of confirmatory factor analysis

doc Confirmatory Factor Analysis using PROC CALIS

doc Revised Confirmatory Factor Analysis using PROC CALIS

Exam

doc Final Exam