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Recommended Titles For Instructors» Data Mining


Below is a list of our recommended titles, organized by category. You can download the code and data for these books from the SAS Press Author Pages. Our online bookstore lists all available titles.

 Data Mining

Interested in exploring the exciting world of data mining using SAS? Here are some great books to guide you.

Applied Data Mining for Forecasting Using SAS book cover

Applied Data Mining for Forecasting Using SAS
By Tim Rey, Arthur Kordon, and Chip Wells

Using numerous real-world examples, this book introduces and describes approaches for mining large time series data sets.

Credit Risk Scorecards: Developing and Implementing Intelligent Credit Scoring book cover

Credit Risk Scorecards: Developing and Implementing Intelligent Credit Scoring
By Naeem Siddiqi, M.B.A.

Presents a business-focused process built on a solid foundation of statistic and data mining principles for the development and implementation of risk prediction scorecards.

Customer Segmentation and Clustering Using SAS Enterprise Miner, Second Edition book cover

Customer Segmentation and Clustering Using SAS Enterprise Miner, Second Edition
By Randall S. Collica

In this instructive guide, Randy Collica employs SAS Enterprise Miner and the most commonly available techniques for customer relationship management (CRM).

Data Preparation for Analytics Using SAS book cover

Data Preparation for Analytics Using SAS
By Gerhard Svolba

This user-friendly text offers practical advice in the form of SAS coding tips and tricks, along with providing the reader with a conceptual background on data structures and considerations from the business point of view.

Decision Trees for Business Intelligence and Data Mining: Using SAS Enterprise Miner book cover

Decision Trees for Business Intelligence and Data Mining: Using SAS Enterprise Miner
By Barry deVille

Using SAS Enterprise Miner, this book illustrates the application and operation of decision trees in business intelligence, data mining, business analytics, prediction, and knowledge discovery.

Integrating Results through Meta-Analytic Review Using SAS Software book cover

Integrating Results through Meta-Analytic Review Using SAS Software
By Morgan C. Wang, Ph.D., and Brad J. Bushman, Ph.D.

Wang and Bushman offer a thorough description of how meta-analysis can be used in data mining projects to discover meaningful relations among variables in a collection of studies.

Introduction to Data Mining Using SAS Enterprise Miner book cover

Introduction to Data Mining Using SAS Enterprise Miner
By Patricia Cerrito

Packed with examples from an array of industries, this introductory text provides you with excellent starting points and practical guidelines to begin data mining today.

Multivariate Data Reduction and Discrimination with SAS Software book cover

Multivariate Data Reduction and Discrimination with SAS Software
By Ravindra Khattree, Ph.D., and Dayanand N. Naik, Ph.D.

Presents conceptual developments, theory, methods, and subsequent data analyses in an integrated manner. Together with Applied Multivariate Statistics with SAS Software, Second Edition, provides comprehensive information about using SAS for multivariate statistics.

Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications book cover

Predictive Modeling with SAS Enterprise Miner: Practical Solutions for Business Applications
By Kattamuri Sarma

Step by step, you'll be able to compare manual calculations with the calculations that are performed by SAS Enterprise Miner. Addresses: data collection and data cleaning, decision trees and regression trees, logistic regression models, and more.


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