Applied Data Mining for Forecasting Using SAS

Chapter 7: A Practitioner's Guide of DMM Methods for Forecasting

7.1 Overview

7.2 Methods for Variable Reduction

Traditional Data Mining

Time Series Approach

7.3 Methods for Variable Selection

Traditional Data Mining

Example for Variable Selection

Variable Selection Based on Pearson Product-Moment Correlation Coefficient

Variable Selection Based on Stepwise Regression

Variable Selection Based on the SAS Enterprise Miner Variable Selection Node

Variable Selection Based on the SAS Enterprise Miner Partial Least Squares Node

Variable Selection Based on Decision Trees

Variable Selection Based on Genetic Programming

Comparison of Data Mining Variable Selection Results

7.4 Time Series Approach

7.5 Summary

7.1 Overview

As mentioned in Chapter 1, a ...