SAS STAT 9.2 User's Guide: The REG Procedure (Book Excerpt)

The REG Procedure......Page 4
Overview: REG Procedure......Page 5
Simple Linear Regression......Page 7
Polynomial Regression......Page 11
Using PROC REG Interactively......Page 21
Syntax: REG Procedure......Page 22
PROC REG Statement......Page 24
BY Statement......Page 38
ID Statement......Page 39
MODEL Statement......Page 40
MTEST Statement......Page 51
OUTPUT Statement......Page 53
PAINT Statement......Page 55
PLOT Statement......Page 58
PRINT Statement......Page 70
RESTRICT Statement......Page 71
REWEIGHT Statement......Page 73
TEST Statement......Page 77
Missing Values......Page 78
Input Data Sets......Page 79
Output Data Sets......Page 83
Interactive Analysis......Page 90
Model-Selection Methods......Page 94
Criteria Used in Model-Selection Methods......Page 97
Parameter Estimates and Associated Statistics......Page 98
Predicted and Residual Values......Page 102
Line Printer Scatter Plot Features......Page 105
Traditional Graphics......Page 118
Models of Less Than Full Rank......Page 124
Collinearity Diagnostics......Page 126
Model Fit and Diagnostic Statistics......Page 128
Influence Statistics......Page 130
Reweighting Observations in an Analysis......Page 140
Testing for Heteroscedasticity......Page 146
Testing for Lack of Fit......Page 147
Multivariate Tests......Page 148
Autocorrelation in Time Series Data......Page 152
Construction of Q-Q and P-P Plots......Page 154
Displayed Output......Page 155
ODS Table Names......Page 158
ODS Graphics......Page 160
Example 73.1:  Modeling Salaries of Major League Baseball Players......Page 163
Example 73.2:  Aerobic Fitness Prediction......Page 179
Example 73.3:  Predicting Weight by Height and Age......Page 198
Example 73.4:  Regression with Quantitative and Qualitative Variables......Page 204
Example 73.5:  Ridge Regression for Acetylene Data......Page 209
Example 73.6:  Chemical Reaction Response......Page 213
References......Page 215
Subject Index......Page 219
Syntax Index......Page 223