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Handbook of statistical analysis and data mining applications

Author: Robert Nisbet; John F Elder; Gary Miner
Publisher: Amsterdam ; Boston : Academic Press/Elsevier, ©2009.
Edition/Format:   Print book : CD for computer : EnglishView all editions and formats
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Guides business analysts, scientists, engineers and researchers through all stages of data analysis, model building and implementation. This book helps one discern the technical and business problem,  Read more...

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Document Type: Book
All Authors / Contributors: Robert Nisbet; John F Elder; Gary Miner
ISBN: 9780123747655 0123747651 9780123750860 0123750865
OCLC Number: 316327105
Awards: Association of American Publishers PROSE Award, 2009
Description: xxxiv, 824 pages : illustrations (chiefly color) ; 25 cm + 1 DVD-ROM (4 3/4 in.)
Details: Accompanying DVD-ROM contains tutorials and a 90-day trial version of STATISTICA.
Contents: History of phases of data analysis, basic theory, and the data mining process --
The algorithms in data mining and text mining, the organization of the three most common data mining tools, and selected specialized areas using data mining --
Tutorials--step-by-step case studies as a starting point to learn how to do data mining analyses --
Measuring true complexity, the "right model for the right use," top mistakes, and the future of analytics.
Other Titles: Handbook of statistical analysis & data mining applications
Responsibility: Robert Nisbet, John Elder, Gary Miner.

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"...If you want to roll-up your sleeves and execute on predictive analytics, this is your definite, go-to resource. To put it lightly, if this book isn't on your shelf, you're not a data miner."- Read more...

 
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