Predictive Modeling with SAS Enterprise Miner, 3rd Edition

Chapter 6: Regression Models

6.1 Introduction

6.2 What Types of Models Can Be Developed Using the Regression Node?

6.2.1 Models with a Binary Target

6.2.2 Models with an Ordinal Target

6.2.3 Models with a Nominal (Unordered) Target

6.2.4 Models with Continuous Targets

6.3 An Overview of Some Properties of the Regression Node

6.3.1 Regression Type Property

6.3.2 Link Function Property

6.3.3 Selection Model Property

6.3.4 Selection Criterion Property⁵

6.4 Business Applications

6.4.1 Logistic Regression for Predicting Response to a Mail Campaign

6.4.2 Regression for a Continuous Target

6.5 Summary

6.6 Appendix to Chapter 6

6.6.1 SAS Code

6.6.2 Examples of the selection criteria when the Model Selection property set to Forward.

6.7 Exercises

Notes ...