Modern Multidimensional Scaling: Theory and Applications
Material type:
TextSeries: Springer Series in StatisticsPublication details: New York Springer-Verlag 2005Edition: 2nd edDescription: 614pISBN: - 9780387251509
- 519.535 BOR
| Item type | Current library | Item location | Collection | Call number | Status | Date due | Barcode | Item holds | |
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NIMA Knowledge Centre | 9th Floor Reading Zone | General | 519.535 BOR (Browse shelf(Opens below)) | Available | M0025939 |
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| 519.535 AND An Introduction to Multivariate Statistical Analysis | 519.535 AND An Introduction to Multivariate Statistical Analysis | 519.535 BHU Multivariate Analysis and its Publications | 519.535 BOR Modern Multidimensional Scaling: Theory and Applications | 519.535 ELA Survival Models and Data Analysis | 519.535 EVE Applied Multivariate Data Analysis | 519.535 FRE Data Analysis Using Regression Models: The Business Perspective |
With 176 Illustrations The four purposes of multidimensional scaling -- 2. Constructing MDS representations -- 3. MDS models and measures of fit -- 4. Three applications of MDS -- 5. MDS and facet theory -- 6. How to obtain proximities -- 7. Matrix algebra for MDS -- 8. A majorization algorithm for solving MDS -- 9. Metric and nonmetric MDS -- 10. Confirmatory MDS -- 11. MDS fit measures, their relations, and some algorithms -- 12. Classical scaling -- 13. Special solutions, degeneracies, and local minima -- 14. Unfolding -- 15. Avoiding trivial solutions in unfolding -- 16. Special unfolding models -- 17. MDS as a psychological model -- 18. Scalar products and Euclidean distances -- 19. Euclidean embeddings -- 20. Procrustes procedures -- 21. Three-way Procrustean models -- 22. Three-way MDS models -- 23. Modeling asymmetric data -- 24. Methods related to MDS -- App. A. Computer programs for MDS
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