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Data visualization with multidimensional scaling

Authors :
Buja, Andreas
Swayne, Deborah F.
Littman, Michael L.
Dean, Nathaniel
Hofmann, Heike; Chen, Lisha
Source :
Journal of Computational & Graphical Statistics. June, 2008, Vol. 17 Issue 2, p444, 29 p.
Publication Year :
2008

Abstract

A methodology is described for multidimensional scaling (MDS) and its implementation in two software systems, namely, GGvis and XGvis. The stability and multiplicity of MDS solutions, analysis of structure and junction between classical and distance MDS is also discussed.

Subjects

Subjects :
Graphic methods -- Usage
Multidimensional scaling -- Analysis
Multivariate analysis -- Usage
Mathematical optimization -- Analysis
Mathematics
Science and technology

Details

Language :
English
ISSN :
10618600
Volume :
17
Issue :
2
Database :
Gale General OneFile
Journal :
Journal of Computational & Graphical Statistics
Publication Type :
Academic Journal
Accession number :
edsgcl.182484861

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