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9781590477038

Predictive Modeling with SAS Enterprise Miner

Predictive Modeling with SAS Enterprise Miner
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  • ISBN-13: 9781590477038
  • ISBN: 1590477030
  • Publication Date: 2007
  • Publisher: SAS Publishing

AUTHOR

Sarma, Kattamuri S.

SUMMARY

Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications demonstrates how to make the fullest use of SAS Enterprise Miner software. Dr. 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. Your bonus CD-ROM includes the following: data sets, Enterprise Miner project templates, and SAS code.Sarma, Kattamuri S. is the author of 'Predictive Modeling with SAS Enterprise Miner', published 2007 under ISBN 9781590477038 and ISBN 1590477030.

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