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The Resource Applied multiway data analysis, Pieter M. Kroonenberg

Applied multiway data analysis, Pieter M. Kroonenberg

Label
Applied multiway data analysis
Title
Applied multiway data analysis
Statement of responsibility
Pieter M. Kroonenberg
Creator
Subject
Language
eng
Summary
"Applied Multiway Data Analysis presents a unique, thorough, and authoritative treatment of this relatively new and emerging approach to data analysis that is applicable across a range of fields, from the social and behavioral sciences to agriculture, environmental sciences, and chemistry. General introductions to multiway data types, methods, and estimation procedures are provided in addition to detailed explanations and advice for readers who would like to learn more about applying multiway methods. Using carefully laid out examples and engaging applications, the book begins with an introductory chapter that serves as a general overview of multiway analysis, including the types of problems it can address. Next, the process of setting up, carrying out, and evaluating multiway analyses is discussed along with commonly-encountered issues, such as preprocessing, missing data, model and dimensionality selection, postprocessing, transformation, as well as robustness and stability issues."--BOOK JACKET
Member of
Cataloging source
DLC
http://library.link/vocab/creatorName
Kroonenberg, Pieter M
Dewey number
519.5/35
Illustrations
illustrations
Index
index present
LC call number
QA278.4
LC item number
.K76 2008
Literary form
non fiction
Nature of contents
bibliography
Series statement
Wiley series in probability and statistics
http://library.link/vocab/subjectName
  • Multivariate analysis
  • Multiple comparisons (Statistics)
  • Principal components analysis
Label
Applied multiway data analysis, Pieter M. Kroonenberg
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 501-526) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
155756976
Dimensions
25 cm
Extent
xxi, 579 pages
Isbn
9780470164976
Isbn Type
(cloth : acid-free paper)
Lccn
2007029069
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)155756976
Label
Applied multiway data analysis, Pieter M. Kroonenberg
Publication
Bibliography note
Includes bibliographical references (pages 501-526) and indexes
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Control code
155756976
Dimensions
25 cm
Extent
xxi, 579 pages
Isbn
9780470164976
Isbn Type
(cloth : acid-free paper)
Lccn
2007029069
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
(OCoLC)155756976

Library Locations

    • Mathematical Sciences LibraryBorrow it
      104 Ellis Library, Columbia, MO, 65201, US
      38.944377 -92.326537
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