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The REG Procedure
Overview
Getting Started
Simple Linear Regression
Polynomial Regression
Using PROC REG Interactively
Syntax
PROC REG Statement
ADD Statement
BY Statement
DELETE Statement
FREQ Statement
ID Statement
MODEL Statement
MTEST Statement
OUTPUT Statement
PAINT Statement
PLOT Statement
PRINT Statement
REFIT Statement
RESTRICT Statement
REWEIGHT Statement
TEST Statement
VAR Statement
WEIGHT Statement
Details
Missing Values
Input Data Sets
Output Data Sets
Interactive Analysis
Model-Selection Methods
Criteria Used in Model-Selection Methods
Limitations in Model-Selection Methods
Parameter Estimates and Associated Statistics
Predicted and Residual Values
Models of Less Than Full Rank
Collinearity Diagnostics
Model Fit and Diagnostic Statistics
Influence Statistics
Reweighting Observations in an Analysis
Testing for Heteroscedasticity
Testing for Lack of Fit
Multivariate Tests
Autocorrelation in Time Series Data
Computations for Ridge Regression and IPC Analysis
Construction of Q-Q and P-P Plots
Computational Methods
Computer Resources in Regression Analysis
Displayed Output
ODS Table Names
ODS Graphics
Examples
Modeling Salaries of Major League Baseball Players
Aerobic Fitness Prediction
Predicting Weight by Height and Age
Regression with Quantitative and Qualitative Variables
Ridge Regression for Acetylene Data
Chemical Reaction Response
References
Details: REG Procedure
Missing Values
Input Data Sets
Output Data Sets
Interactive Analysis
Model-Selection Methods
Criteria Used in Model-Selection Methods
Limitations in Model-Selection Methods
Parameter Estimates and Associated Statistics
Predicted and Residual Values
Models of Less Than Full Rank
Collinearity Diagnostics
Model Fit and Diagnostic Statistics
Influence Statistics
Reweighting Observations in an Analysis
Testing for Heteroscedasticity
Testing for Lack of Fit
Multivariate Tests
Autocorrelation in Time Series Data
Computations for Ridge Regression and IPC Analysis
Construction of Q-Q and P-P Plots
Computational Methods
Computer Resources in Regression Analysis
Displayed Output
ODS Table Names
ODS Graphics
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