Tucker2 hierarchical classes analysis

DOI10.1007/BF02295642zbMath1306.62391OpenAlexW2915795635MaRDI QIDQ2259996

Eva Ceulemans, Iven van Mechelen

Publication date: 5 March 2015

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf02295642

zbMATH Keywords

clusteringbinary datahierarchical classesthree-way three-mode datamultiway data analysis

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Vector and tensor algebra, theory of invariants (15A72) Multilinear algebra, tensor calculus (15A69) Applications of statistics to psychology (62P15)

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The SIMCLAS model: simultaneous analysis of coupled binary data matrices with noise heterogeneity between and within data blocks ⋮ Tucker3 hierarchical classes analysis ⋮ Hierarchical classes models for three-way three-mode binary data: interrelations and model selection ⋮ The CHIC model: a global model for coupled binary data ⋮ The local minima problem in hierarchical classes analysis: an evaluation of a simulated annealing algorithm and various multistart procedures ⋮ Hierarchical classes modeling of rating data ⋮ The real-valued model of hierarchical classes ⋮ Lowdimensional additive overlapping clustering

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