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© LIBERO v6.4.1sp220816
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Modern Multidimensional Scaling: Theory and Applications
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Catalogue Information
Field name
Details
Dewey Class
519.535 (DDC 22)
Title
Modern Multidimensional Scaling ([Ebook]) : Theory and Applications / by Ingwer Borg, Patrick J. F. Groenen.
Author
Borg, Ingwer
Added Personal Name
Groenen, Patrick J. F.
Other name(s)
SpringerLink (Online service)
Edition statement
Second Edition
Publication
New York, NY : Springer , 2005
Physical Details
: 1 online resource
Series
Springer Series in Statistics
0172-7397
ISBN
9780387289816
Summary Note
Fundamentals of MDS.- The Four Purposes of Multidimensional Scaling.- Constructing MDS Representations.- MDS Models and Measures of Fit.- Three Applications of MDS.- MDS and Facet Theory.- How to Obtain Proximities.- MDS Models and Solving MDS Problems.- Matrix Algebra for MDS.- A Majorization Algorithm for Solving MDS.- Metric and Nonmetric MDS.- Confirmatory MDS.- MDS Fit Measures, Their Relations, and Some Algorithms.- Classical Scaling.- Special Solutions, Degeneracies, and Local Minima.- Unfolding.- Unfolding.- Avoiding Trivial Solutions in Unfolding.- Special Unfolding Models.- MDS Geometry as a Substantive Model.- MDS as a Psychological Model.- Scalar Products and Euclidean Distances.- Euclidean Embeddings.- MDS and Related Methods.- Procrustes Procedures.- Three-Way Procrustean Models.- Three-Way MDS Models.- Modeling Asymmetric Data.- Methods Related to MDS.:
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Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/0-387-28981-X
Links to Related Works
Subject References:
Mathematical Statistics
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Multidimensional scaling
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Optical pattern recognition
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Psychometrics
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Statistics
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Authors:
Borg, Ingwer
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Groenen, Patrick J. F.
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Corporate Authors:
SpringerLink (Online service)
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Series:
Springer Series in Statistics
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Classification:
519.535 (DDC 22)
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