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MARC 21

Modern Multidimensional Scaling: Theory and Applications
Tag	Description
020	$a9780387289816
082	$a519.535 (DDC 22)
099	$aOnline Resource : Springer
100	$aBorg, Ingwer.
245	$aModern Multidimensional Scaling$h[Ebook]$bTheory and Applications$cby Ingwer Borg, Patrick J. F. Groenen.
250	$aSecond Edition
260	$aNew York, NY$bSpringer$c2005
300	$b1 online resource
440	$aSpringer Series in Statistics$x0172-7397
520	$aFundamentals 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.
538	$aOnline access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
700	$aGroenen, Patrick J. F.
710	$aSpringerLink (Online service)
856	$uhttp://dx.doi.org/10.1007/0-387-28981-X