Randall Matignon's Books

Data Mining Using SAS Enterprise Miner

By: Randall Matignon

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Data Mining Using SAS Enterprise Miner

By: Randall Matignon

The most thorough and up-to-date introduction to data mining techniques using SAS Enterprise Miner. The Sample, Explore, Modify, Model, and Assess (SEMMA) methodology of SAS Enterprise Miner is an extremely valuable analytical tool for making critical business and marketing decisions. Until now, there has been no single, authoritative book that explores every node relationship and pattern that is a part of the Enterprise Miner software with regard to SEMMA design and data mining analysis. Data Mining Using SAS Enterprise Miner introduces readers to a wide variety of data mining techniques and explains the purpose of-and reasoning behind-every node that is a part of the Enterprise Miner software. Each chapter begins with a short introduction to the assortment of statistics that is generated from the various nodes in SAS Enterprise Miner v4.3, followed by detailed explanations of configuration settings that are located within each node. Features of the book include: The exploration of node relationships and patterns using data from an assortment of computations, charts, and graphs commonly used in SAS procedures A step-by-step approach to each node discussion, along with an assortment of illustrations that acquaint the reader with the SAS Enterprise Miner working environment Descriptive detail of the powerful Score node and associated SAS code, which showcases the important of managing, editing, executing, and creating custom-designed Score code for the benefit of fair and comprehensive business decision-making Complete coverage of the wide variety of statistical techniques that can be performed using the SEMMA nodes An accompanying Web site that provides downloadable Score code, training code, and data sets for further implementation, manipulation, and interpretation as well as SAS/IML software programming code This book is a well-crafted study guide on the various methods employed to randomly sample, partition, graph, transform, filter, impute, replace, cluster, and process data as well as interactively group and iteratively process data while performing a wide variety of modeling techniques within the process flow of the SAS Enterprise Miner software. Data Mining Using SAS Enterprise Miner is suitable as a supplemental text for advanced undergraduate and graduate students of statistics and computer science and is also an invaluable, all-encompassing guide to data mining for novice statisticians and experts alike.

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584

Publisher

John Wiley & Sons

Published Date

ISBN 10

0470149019

ISBN 13

9780470149010

Neural Network Modeling Using SAS Enterprise Miner

By: Randall Matignon

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Neural Network Modeling Using SAS Enterprise Miner

By: Randall Matignon

This book is designed in making statisticians, researchers, and programmers aware of the awesome new product now available in SAS called Enterprise Miner. The book will also make readers get familiar with the neural network forecasting methodology in statistics. One of the goals to this book is making the powerful new SAS module called Enterprise Miner easy for you to use with step-by-step instructions in creating a Enterprise Miner process flow diagram in preparation to data-mining analysis and neural network forecast modeling. Topics discussed in this book An overview to traditional regression modeling. An overview to neural network modeling. Numerical examples of various neural network designs and optimization techniques. An overview to the powerful SAS product called Enterprise Miner. An overview to the SAS neural network modeling procedure called PROC NEURAL. Designing a SAS Enterprise Miner process flow diagram to perform neural network forecast modeling and traditional regression modeling with an explanation to the various configuration settings to the Enterprise Miner nodes used in the analysis. Comparing neural network forecast modeling estimates with traditional modeling estimates based on various examples from SAS manuals and literature with an added overview to the various modeling designs and a brief explanation to the SAS modeling procedures, option statements, and corresponding SAS output listings.

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608

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AuthorHouse

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ISBN 10

1418423416

ISBN 13

9781418423414

Data Mining Using SAS Enterprise Miner

By: Randall Matignon

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Data Mining Using SAS Enterprise Miner

By: Randall Matignon

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584

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John Wiley & Sons

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ISBN 10

0470149019

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9780470149010

David Anton Randall, 1905-1975

By: David Anton Randall

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David Anton Randall, 1905-1975

By: David Anton Randall

Randall (1905-1975) was a book dealer and a rare book librarian. Keller describes those careers in this book and provides a generous sampling of Randall's writing on rare books, book collecting, and bibliography.

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262

Publisher

Scarecrow Press

Published Date

ISBN 10

0810826240

ISBN 13

9780810826243

Randy

By: Randall William Woodsom

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Randy

By: Randall William Woodsom

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198

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ISBN 10

150300757X

ISBN 13

9781503007574

Book's by Randall Matignon

Data Mining Using SAS Enterprise Miner

Data Mining Using SAS Enterprise Miner

Neural Network Modeling Using SAS Enterprise Miner

Neural Network Modeling Using SAS Enterprise Miner

Data Mining Using SAS Enterprise Miner

Data Mining Using SAS Enterprise Miner

David Anton Randall, 1905-1975

David Anton Randall, 1905-1975

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