Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications - Couverture souple

Sarma Ph.D., Kattamuri S.

Couverture souple

ISBN 10 : 1590477030 ISBN 13 : 9781590477038

Editeur : SAS Publishing, 2007

Synopsis

Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications demonstrates how to make the fullest use of SAS Enterprise Miner software. Kattamuri Sarma provides an in-depth explanation of the methodology and the theory behind each tool that he covers, and then shows you how the software performs the tasks. Step by step, you'll be able to compare manual calculations with the calculations that are performed by SAS Enterprise Miner. Examples from the insurance and banking industries are based on simulated, but realistic, data. The approaches discussed in this book are relevant to any industry.

Here are a few of the topics discussed in detail:

• data collection and data cleaning
• data exploration
• decision trees and regression trees
• logistic regression models
• neural networks
• variable selection and variable transformation

You need this book if you are a graduate student interested in predictive modeling, an expert in data mining who is not familiar with SAS Enterprise Miner, or a business analyst who needs an introduction to predictive modeling using SAS Enterprise Miner. To get the most from this book, you should be familiar with elements of statistical inference and probability, simple algebra, ordinary least squares, logistic regression, and Base SAS software.

A propos du livre

Here are a few of the topics discussed in detail:

• data collection and data cleaning
• data exploration
• decision trees and regression trees
• logistic regression models
• neural networks
• variable selection and variable transformation

You need this book if you are a graduate student interested in predictive modeling, an expert in data mining who is not familiar with SAS Enterprise Miner, or a business analyst who needs an introduction to predictive modeling using SAS Enterprise Miner. To get the most from this book, you should be familiar with elements of statistical inference and probability, simple algebra, ordinary least squares, logistic regression, and Base SAS software.

Détails de l'édition

• Éditeur: SAS Publishing
• Date d'édition: 2007
• Langue: anglais
• ISBN 10: 1590477030
• ISBN 13: 9781590477038
• Reliure: Broché
• Nombre de pages: 384
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible