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The Resource Handbook of statistical analysis and data mining applications, Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson

Handbook of statistical analysis and data mining applications, Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson

Label
Handbook of statistical analysis and data mining applications
Title
Handbook of statistical analysis and data mining applications
Statement of responsibility
Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson
Creator
Contributor
Author
Subject
Language
eng
Summary
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.--
Assigning source
Provided by Publisher
Cataloging source
SISPL
http://library.link/vocab/creatorName
Nisbet, Robert
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1960-
http://library.link/vocab/relatedWorkOrContributorName
  • Miner, Gary
  • Yale, Ken
  • Elder, John F.
  • Peterson, Andrew F.
http://library.link/vocab/subjectName
Data mining
Label
Handbook of statistical analysis and data mining applications, Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
History of phases of data analysis, basic theory, and the data mining process -- The algorithms and methods in data mining and predictive analytics and some domain areas -- Tutorials and case studies -- Models ensembles, model complexity; using the right model for the right use, significance, ethics, and the future and advanced processes
Control code
on1012917853
Dimensions
25 cm.
Edition
Second edition.
Extent
xxix, 792 pages
Isbn
9780124166325
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (chiefly color)
System control number
(OCoLC)1012917853
Label
Handbook of statistical analysis and data mining applications, Robert Nisbet, Gary Miner, Ken Yale ; guest authors of selected chapters, John Elder, Andy Peterson
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
History of phases of data analysis, basic theory, and the data mining process -- The algorithms and methods in data mining and predictive analytics and some domain areas -- Tutorials and case studies -- Models ensembles, model complexity; using the right model for the right use, significance, ethics, and the future and advanced processes
Control code
on1012917853
Dimensions
25 cm.
Edition
Second edition.
Extent
xxix, 792 pages
Isbn
9780124166325
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations (chiefly color)
System control number
(OCoLC)1012917853

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