List of Figures

Chapter 75: The TRANSREG Procedure

Figure 75.1: ANOVA Example Output from PROC TRANSREG

Figure 75.2: Output Data Set from PROC TRANSREG

Figure 75.3: Curve Fitting Example Output

Figure 75.4: Plots for the Curve Fitting Example

Figure 75.5: Smoothing Spline Example 1

Figure 75.6: Smoothing Spline Example 2

Figure 75.7: Missing Values Example

Figure 75.8: Redundancy Analysis Example

Figure 75.9: Redundancy Analysis Example

Figure 75.10: Redundancy Analysis Example

Figure 75.11: Redundancy Analysis Example

Figure 75.12: ANOVA Example Output Data Set Contents

Figure 75.13: Predicted Values Example Output Data Set Contents

Figure 75.14: METHOD=MORALS Rolled Output Data Set

Figure 75.15: A Linear Regression Line

Figure 75.16: A Monotone Regression Function

Figure 75.17: A Nonmonotone Regression Function

Figure 75.18: Linear, Monotone, and Nonmonotone Regression Functions

Figure 75.19: Fitting Models: Separate Curves, Separate Intercepts

Figure 75.20: Plot for the Separate Curves, Separate Intercepts Example

Figure 75.21: ANOVA and Regression Output from PROC TRANSREG

Figure 75.22: ANOVA and Regression Output from PROC REG

Figure 75.23: Two-Variable Polynomial Regression Output from PROC TRANSREG

Figure 75.24: Monotone Spline Transformations

Figure 75.25: Transform Dependent and Independent Variables

Figure 75.26: Implicit Intercept Model (TRANSREG Procedure)

Figure 75.27: Implicit Intercept Model (REG Procedure)

Figure 75.28: The PROC TRANSREG Design Matrix

Figure 75.29: PROC LOGISTIC Output

Figure 75.30: PROC CATMOD Output

Figure 75.31: The Fifth Choice Set

Figure 75.32: Input Data Set

Figure 75.33: Cell -Means Model

Figure 75.34: Cell-Means Model, Design Matrix

Figure 75.35: Reference Cell Model, (3, 2) Reference Cell

Figure 75.36: Reference Cell Model, (3, 2) Reference Cell, Design Matrix

Figure 75.37: Reference Cell Model, (1, 1) Reference Cell

Figure 75.38: Reference Cell Model, (1, 1) Reference Cell, Design Matrix

Figure 75.39: Deviations-From-Means Model, (3, 2) Reference Cell

Figure 75.40: Deviations-From-Means Model, (3, 2) Reference Cell, Design Matrix

Figure 75.41: Deviations-From-Means Model, (1, 1) Reference Cell

Figure 75.42: Deviations-From-Means Model, (1, 1) Reference Cell, Design Matrix

Figure 75.43: Less-Than-Full-Rank Model

Figure 75.44: Less-Than-Full-Rank Model, Design Matrix

Chapter 76: The TREE Procedure

Figure 76.1: High Resolution Tree Diagram from PROC TREE

Figure 76.2: Line Printer Graphics Version of the Tree Diagram

Figure 76.3: Horizontal Tree Diagram Using _PROPOR_ as the HEIGHT Variable

Chapter 77: The TTEST Procedure

Figure 77.1: One-Sample t Test Results

Figure 77.2: Simple Statistics

Figure 77.3: t Tests

Figure 77.4: Tests of Equality of Variances

Chapter 78: The VARCLUS Procedure

Figure 78.1: Final Cluster Summary from the VARCLUS Procedure

Figure 78.2: R-square Values from the VARCLUS Procedure

Figure 78.3: Cluster Correlations and Intercorrelations

Figure 78.4: Final Cluster Summary Table from the VARCLUS Procedure

Figure 78.5: Horizontal Tree Diagram from PROC TREE

Chapter 79: The VARCOMP Procedure

Figure 79.1: Class Level Information

Figure 79.2: Iteration History

Figure 79.3: REML Estimates

Figure 79.4: Covariance Matrix for REML Estimates

Chapter 80: The VARIOGRAM Procedure

Figure 80.1: Scatter Plot of Measurement Locations

Figure 80.2: Surface Plot of Coal Seam Thickness

Figure 80.3: OUTDISTANCE= Data Set Showing Distance Intervals

Figure 80.4: Distribution of Pairwise Distances

Figure 80.6: Distribution of Pairwise Distances

Figure 80.5: OUTDISTANCE= Data Set Showing Distance Intervals

Figure 80.7: OUTVAR= Data Set Showing Sample Variogram Results

Figure 80.8: Standard and Robust Semivariogram for Coal Seam Thickness Data

Figure 80.9: Theoretical and Sample Semivariogram for Coal Seam Thickness Data

Figure 80.15: Selected Pair P ₃ P ₄ Falls Outside Bandwidth Limit

Figure 80.10: Flowchart for Variogram Selection

Figure 80.11: Selection of Points P ₁ and P ₂ in Spatial Domain

Figure 80.12: Selected Pair P ₁ P ₂ Falls within the Second Angle Class

Figure 80.13: Selected Pair P ₁ P ₂ Falls within the First Lag Class

Figure 80.14: Lag Distance Axis Showing Lag Classes

Figure 80.16: Bounding Rectangle to Determine Maximum Pairwise Distance The pairwise distance bound, denoted by h _b , is given by

Figure 80.17: Lag Classes Corresponding to h =1