List of Figures

Chapter 22: The CATMOD Procedure

Figure 22.1: Model Information and Profile Tables

Figure 22.2: Observed Response Functions and Design Matrix

Figure 22.3: ANOVA Table for the Saturated Model

Figure 22.4: Population and Response Profiles, Main-Effects Model

Figure 22.5: Design Matrix for the Main-Effects Model

Figure 22.6: ANOVA Table for the Main-Effects Model

Figure 22.7: Parameter Estimates for the Main-Effects Model

Figure 22.8: Model Information and Profile Tables

Figure 22.9: ANOVA Table

Figure 22.10: ANOVA Table

Figure 22.11: Parameter Estimates

Chapter 23: The CLUSTER Procedure

Figure 23.1: Table of Eigenvalues of the Covariance Matrix

Figure 23.2: Cluster Generation History and R-Square Values

Figure 23.3: Tree Diagram of Clusters versus R-Square Values

Figure 23.4: Plot of Canonical Variables and Cluster for Three Clusters

Chapter 24: The CORRESP Procedure

Figure 24.1: Inertia and Chi-Square Decomposition

Figure 24.2: Plot of Dimension 1 versus Dimension 2 for Ph.D. Data

Figure 24.3: Fuzzy Coding of Missing Values

Figure 24.4: Contingency Table for Sex, Age

Figure 24.5: Contingency Table for Hair * Height, Sex Age

Figure 24.7: Binary Table from PROC CORRESP

Figure 24.6: Burt Table from PROC CORRESP

Chapter 25: The DISCRIM Procedure Chapter Contents

Figure 25.1: Summary Information

Figure 25.2: Pooled Covariance Matrix Information

Figure 25.3: Squared Distances

Figure 25.4: Linear Discriminant Function

Figure 25.5: Resubstitution Misclassification Summary

Figure 25.6: Plot of Data with Singular Within-Class Covariance Matrix

Chapter 26: The DISTANCE Procedure

Figure 26.1: First 10 Observations in the Output Data Set from PROC DISTANCE

Figure 26.2: Tree Diagram of Clusters versus R-Square Values

Chapter 27: The FACTOR Procedure

Figure 27.1: Table of Eigenvalues from PROC FACTOR

Figure 27.2: Factor Pattern Matrix from PROC FACTOR

Figure 27.3: Variance Explained and Final Communality Estimates

Figure 27.4: Transformation Matrix and Rotated Factor Pattern

Figure 27.5: Variance Explained and Final Communality Estimates after Rotation

Chapter 28: The FASTCLUS Procedure

Figure 28.1: Initial Seeds Used in the FASTCLUS Procedure

Figure 28.2: Cluster Summary Table from the FASTCLUS Procedure

Figure 28.3: Statistics for Variables Used in the FASTCLUS Procedure

Figure 28.4: Cluster Means and Standard Deviations from the FASTCLUS Procedure

Figure 28.5: Frequency Table of Cluster versus Species

Figure 28.6: Plot of Canonical Variables and Cluster Value

Chapter 29: The FREQ Procedure

Figure 29.1: Crosstabulation Table

Figure 29.2: Statistics Produced with the CHISQ Option

Figure 29.3: Crosstabulation Table and Statistics for Boys

Figure 29.4: Crosstabulation Table and Statistics for Girls

Figure 29.5: Test for the Hypothesis of No Association

Figure 29.6: Agreement Study

Figure 29.7: Missing Values in Frequency Tables

Chapter 30: The GAM Procedure (Experimental)

Figure 30.1: Summary Statistics

Figure 30.2: Analysis of Model

Figure 30.3: Partial Predictions for each Predictor (Experimental)