Handbook of Statistical Analysis and Data Mining Applications

Nonfiction, Science & Nature, Mathematics, Statistics, Computers, Database Management
Cover of the book Handbook of Statistical Analysis and Data Mining Applications by Robert Nisbet, Gary Miner, Ken Yale, Elsevier Science
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Author: Robert Nisbet, Gary Miner, Ken Yale ISBN: 9780124166455
Publisher: Elsevier Science Publication: November 9, 2017
Imprint: Academic Press Language: English
Author: Robert Nisbet, Gary Miner, Ken Yale
ISBN: 9780124166455
Publisher: Elsevier Science
Publication: November 9, 2017
Imprint: Academic Press
Language: English

Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application.

This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce.

  • Includes input by practitioners for practitioners
  • Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models
  • Contains practical advice from successful real-world implementations
  • Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions
  • Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application.

This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce.

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