Computational solutions for the problem of negative saliences and nonsymmetry in INDSCAL
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Publication:1801915
DOI10.1007/BF02638456zbMath0775.62148OpenAlexW2155732739MaRDI QIDQ1801915
Jos M. F. ten Berge, Henk A. L. Kiers, Wim P. Krijnen
Publication date: 17 August 1993
Published in: Journal of Classification (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/bf02638456
Factor analysis and principal components; correspondence analysis (62H25) Probabilistic methods, stochastic differential equations (65C99)
Related Items (12)
Typical rank and indscal dimensionality for symmetric three-way arrays of order \(I\times 2\times 2\) or \(I\times 3\times 3\) ⋮ Weighted least squares fitting using ordinary least squares algorithms ⋮ Properties of individual differences scaling and its interpretation ⋮ A modification of the SINDCLUS algorithm for finding the ADCLUS and INCLUS models ⋮ New properties of common component and specific weight analysis ⋮ 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 ⋮ On the non-existence of optimal solutions and the occurrence of ``degeneracy in the CANDECOMP/PARAFAC model ⋮ INDSCAL model: geometrical interpretation and methodology ⋮ A modified CANDECOMP method for fitting the extended INDSCAL model ⋮ Convergence of the sequence of parameters generated by alternating least squares algorithms
Cites Work
- Nonmetric individual differences multidimensional scaling: An alternating least squares method with optimal scaling features
- Some small sample results for maximum likelihood estimation in multidimensional scaling
- Some clarifications of the CANDECOMP algorithm applied to INDSCAL
- Maximum likelihood estimation in multidimensional scaling
- 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
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