Three-way component analysis with smoothness constraints.
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Publication:1614833
DOI10.1016/S0167-9473(02)00059-2zbMath1180.62089OpenAlexW2154325203MaRDI QIDQ1614833
Marieke E. Timmerman, Henk A. L. Kiers
Publication date: 9 September 2002
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/s0167-9473(02)00059-2
Multivariate analysis (62H99) Factor analysis and principal components; correspondence analysis (62H25) Numerical computation using splines (65D07)
Related Items (7)
Estimating latent trends in multivariate longitudinal data via Parafac2 with functional and structural constraints ⋮ Three-way analysis of imprecise data ⋮ Functional parallel factor analysis for functions of one- and two-dimensional arguments ⋮ Multiple mediation analysis for interval-valued data ⋮ Four simultaneous component models for the analysis of multivariate time series from more than one subject to model intraindividual and interindividual differences ⋮ Component models for fuzzy data ⋮ Generalized canonical correlation analysis of matrices with missing rows: a simulation study
Uses Software
Cites Work
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- Determination of parameters of a functional relation by factor analysis
- Principal component analysis of three-mode data by means of alternating least squares algorithms
- CANDELINC: A general approach to multidimensional analysis of many-way arrays with linear constraints on parameters
- A practical guide to splines
- Functional data analysis
- Analysis of individual differences in multidimensional scaling via an \(n\)-way generalization of ``Eckart-Young decomposition
- Some Statistical Methods for Comparison of Growth Curves
- Annotated bibliography of three-mode factor analysis
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