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The GAM Procedure
Overview
Getting Started
Syntax
PROC GAM Statement
BY Statement
CLASS Statement
FREQ Statement
MODEL Statement
OUTPUT Statement
SCORE Statement
Details
Missing Values
Nonparametric Regression
Additive Models and Generalized Additive Models
Forms of Additive Models
Estimates from PROC GAM
Backfitting and Local Scoring Algorithms
Smoothers
Selection of Smoothing Parameters
Confidence Intervals for Smoothers
Distribution Family and Canonical Link
Dispersion Parameter
Computational Resources
ODS Table Names
ODS Graphics
Examples
Generalized Additive Model with Binary Data
Poisson Regression Analysis of Component Reliability
Comparing PROC GAM with PROC LOESS
References
Details: GAM Procedure
Missing Values
Nonparametric Regression
Additive Models and Generalized Additive Models
Forms of Additive Models
Estimates from PROC GAM
Backfitting and Local Scoring Algorithms
Smoothers
Selection of Smoothing Parameters
Confidence Intervals for Smoothers
Distribution Family and Canonical Link
Dispersion Parameter
Computational Resources
ODS Table Names
ODS Graphics
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