Applied Data Mining for Forecasting Using SAS

Chapter 2: Data Mining for Forecasting Work Process

2.1 Introduction

2.2 Work Process Description

2.2.1 Generic Flowchart

2.2.2 Key Steps

2.3 Work Process with SAS Tools

2.3.1 Data Preparation Steps with SAS Tools

2.3.2 Variable Reduction and Selection Steps with SAS Tools

2.3.3 Forecasting Steps with SAS Tools

2.3.4 Model Deployment Steps with SAS Tools

2.3.5 Model Maintenance Steps with SAS Tools

2.3.6 Guidance for SAS Tool Selection Related to Data Mining in Forecasting

2.4 Work Process Integration in Six Sigma

2.4.1 Six Sigma in Industry

2.4.2 The DMAIC Process

2.4.3 Integration with the DMAIC Process

Appendix: Project Charter

 

2.1 Introduction

This chapter describes a generic work process for implementing data mining in forecasting real-world ...