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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.
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 |