Some clarifications of the CANDECOMP algorithm applied to INDSCAL

DOI10.1007/BF02294465zbMath0850.62463OpenAlexW2119201915MaRDI QIDQ1205740

Jos M. F. ten Berge, Henk A. L. Kiers

Publication date: 1 April 1993

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/bf02294465

Mathematics Subject Classification ID

Multivariate analysis (62H99) Factor analysis and principal components; correspondence analysis (62H25)

Related Items (12)

Typical rank and indscal dimensionality for symmetric three-way arrays of order \(I\times 2\times 2\) or \(I\times 3\times 3\) ⋮ Some clarifications of the TUCKALS2 algorithm applied to the IDIOSCAL problem ⋮ Component analysis with different sets of constraints on different dimensions ⋮ A modification of the SINDCLUS algorithm for finding the ADCLUS and INCLUS models ⋮ Some new results on orthogonally constrained Candecomp ⋮ An acceleration method for ten Berge et al.'s algorithm for orthogonal INDSCAL ⋮ The \(K\)-INDSCAL model for heterogeneous three-way dissimilarity data ⋮ The Carroll and Chang conjecture of equal Indscal components when Candecomp/Parafac gives perfect fit ⋮ Hierarchical relations among three-way methods ⋮ The assumption of proportional components when Candecomp is applied to symmetric matrices in the context of INDSCAL ⋮ Computational solutions for the problem of negative saliences and nonsymmetry in INDSCAL ⋮ On uniqueness conditions for Candecomp/Parafac and Indscal with full column rank in one mode

Cites Work

• Analysis of individual differences in multidimensional scaling via an \(n\)-way generalization of ``Eckart-Young decomposition
• Explicit Candecomp/Parafac solutions for a contrived 2\(\times 2\times 2\) array of rank three
• Annotated bibliography of three-mode factor analysis
• Unnamed Item

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