Applied multidimensional scaling

DOI10.1007/978-3-642-31848-1zbMath1416.62017OpenAlexW1558389304MaRDI QIDQ2312356

Patrick Mair, Patrick J. F. Groenen, Ingwer Borg

Publication date: 5 July 2019

Published in: SpringerBriefs in Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-31848-1

zbMATH Keywords

stress measuremultidimensional scaling (MDS)goodness of fitMinkowski distanceEuclidean distancerepresentation errorsimilarity dataexternal and internal unfoldingglobal and local optimumiterative MDS algorithm

Mathematics Subject Classification ID

Multivariate analysis (62H99) Software, source code, etc. for problems pertaining to statistics (62-04) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Characterization and structure theory for multivariate probability distributions; copulas (62H05) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Applications of statistics to psychology (62P15) One- and multidimensional scaling in the social and behavioral sciences (91C15)

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Uses Software

• R
• SPSS
• smacof
• PROXSCAL