Author | Borg, Ingwer. author |
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Title | Modern Multidimensional Scaling [electronic resource] : Theory and Applications / by Ingwer Borg, Patrick Groenen |
Imprint | New York, NY : Springer New York : Imprint: Springer, 1997 |
Connect to | http://dx.doi.org/10.1007/978-1-4757-2711-1 |
Descript | XVII, 472 p. online resource |
I Fundamentals of MDS -- 1 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 -- II MDS Models and Solving MDS Problems -- 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 -- III Unfolding -- 14 Unfolding -- 15 Special Unfolding Models -- IV MDS Geometry as a Substantive Model -- 16 MDS as a Psychological Model -- 17 Scalar Products and Euclidean Distances -- 18 Euclidean Embeddings -- V MDS and Related Methods -- 19 Procrustes Procedures -- 20 Three-Way Procrustean Models -- 21 Three-Way MDS Models -- 22 Methods Related to MDS -- VI Appendices -- A Computer Programs for MDS -- B Notation -- References -- Author Index