Online Program

Saturday, February 22
T3 Model Selection for Linear Models with SAS/STAT® Software Sat, Feb 22, 1:30 PM - 3:30 PM
Bayshore VII

Outline & Objectives (302882)

Outline:
Introduction
Traditional model selection methods
Customizing the selection process
Penalized regression methods
Model averaging
Selection for nonparametric models with spline effects

The objective of this course is to teach the goals of model selection and difficulties of implementing it for a real data. The participants will learn how to mitigate these difficulties using extensive capabilities of the GLMSELECT procedure of SAS/STAT software.