Modern Multidimensional Scaling: Theory
β Ingwer Borg, Patrick J. F. Groenen
π Library
π
2005
π Springer
π English
β¦ LIBER β¦
π
Modern Multidimensional Scaling: Theory and Applications
β Scribed by Ingwer Borg, Patrick Groenen (auth.)
- Publisher
- Springer New York
- Year
- 1997
- Tongue
- English
- Leaves
- 469
- Series
- Springer Series in Statistics
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Table of Contents
Front Matter....Pages i-xvii
Front Matter....Pages 1-1
The Four Purposes of Multidimensional Scaling....Pages 3-14
Constructing MDS Representations....Pages 15-28
MDS Models and Measures of Fit....Pages 29-48
Three Applications of MDS....Pages 49-69
MDS and Facet Theory....Pages 71-89
How to Obtain Proximities....Pages 91-106
Front Matter....Pages 107-107
Matrix Algebra for MDS....Pages 109-134
A Majorization Algorithm for Solving MDS....Pages 135-157
Metric and Nonmetric MDS....Pages 159-180
Confirmatory MDS....Pages 181-197
MDS Fit Measures, Their Relations, and Some Algorithms....Pages 199-205
Classical Scaling....Pages 207-212
Special Solutions, Degeneracies, and Local Minima....Pages 213-228
Front Matter....Pages 229-229
Unfolding....Pages 231-252
Special Unfolding Models....Pages 253-269
Front Matter....Pages 271-271
MDS as a Psychological Model....Pages 273-299
Scalar Products and Euclidean Distances....Pages 301-319
Euclidean Embeddings....Pages 321-335
Front Matter....Pages 337-337
Procrustes Procedures....Pages 339-355
Three-Way Procrustean Models....Pages 357-379
Front Matter....Pages 337-337
Three-Way MDS Models....Pages 381-397
Methods Related to MDS....Pages 399-416
Back Matter....Pages 417-472
β¦ Subjects
Statistics, general
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Modern multidimensional scaling : theory
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Modern Multidimensional Scaling: Theory
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The first edition was released in 1996 and has sold close to 2200 copies. Provides anΒ up-to-dateΒ comprehensive treatment of MDS, a statistical technique used to analyze the structure of similarity or dissimilarity data in multidimensional space. The authors have added three chapters and exercise s
Modern Multidimensional Scaling
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