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Title: Modern Multidimensional Scaling ([Ebook]) : Theory and Applications/ by Ingwer Borg, Patrick J. F. Groenen. Dewey Class: 519.535 (DDC 22) Author: Borg, Ingwer. Edition statement: Second Edition Added Personal Name: Groenen, Patrick J. F. Publication: New York, NY : Springer, 2005 Other name(s): SpringerLink (Online service) Physical Details: : 1 online resource Series: Springer Series in Statistics0172-7397 ISBN: 9780387289816 System details note: Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users) 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.: ------------------------------ *** There are no holdings for this record *** -----------------------------------------------
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