I. Borg: Modern Multidimensional Scaling

Cover: 9781441920461 | Modern Multidimensional Scaling | Theory and Applications | Buch

Rückseite: 9781441920461 | Modern Multidimensional Scaling | Theory and Applications | Buch

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Sprache: Englisch

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Beschreibung

This book provides a comprehensive treatment of multidimensional scaling. There are many examples of this type of data in statistics, psychology, sociology, political science, and marketing.

Zusammenfassung

This book provides a comprehensive treatment of multidimensional scaling. There are many examples of this type of data in statistics, psychology, sociology, political science, and marketing.

Inhaltsverzeichnis

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.

Details

Erscheinungsjahr:	2010
Genre:	Importe , Soziologie
Rubrik:	Wissenschaften
Medium:	Taschenbuch
Inhalt:	xxii 614 S.
ISBN-13:	9781441920461
ISBN-10:	1441920463
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Borg, I. Groenen, P. J. F.
Auflage:	Second Edition 2005
Hersteller:	Springer Springer US, New York, N.Y.
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 34 mm
Von/Mit:	I. Borg (u. a.)
Erscheinungsdatum:	23.11.2010
Gewicht:	0,949 kg