Modern Multidimensional Scaling : Theory and Applications
The book provides a comprehensive treatment of multidimensional scaling (MDS), a family of statistical techniques for analyzing the structure of (dis)similarity data. Such data are widespread, including, for example, intercorrelations of survey items, direct ratings on the similarity on choice objec...
محفوظ في:
| المؤلفون الرئيسيون: | , |
|---|---|
| التنسيق: | Livre numérique |
| اللغة: | Anglais |
| منشور في: |
New York, NY :
Springer New York
[20..].
Cham : Springer Nature |
| الطبعة: | Second Edition. |
| سلاسل: | Springer Series in Statistics
|
| الوصول للمادة أونلاين: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| ملاحظة: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Modern multidimensional scaling, theory and applications, Ingwer Borg, Patrick J.F. Groenen, Second edition, 2005, New York, N.Y., Springer, 1 vol. (XXI-614 p.), Springer series in statistics, 978-0387-25150-9 |
جدول المحتويات:
- 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