Applied multidimensional scaling and unfolding

DOI10.1007/978-3-319-73471-2zbMath1409.62006OpenAlexW2804231115MaRDI QIDQ1650643

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

Publication date: 4 July 2018

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

Full work available at URL: https://doi.org/10.1007/978-3-319-73471-2

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

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