A bridge between Tucker-1 and Carroll's generalized canonical analysis

DOI10.1016/j.csda.2005.06.016zbMath1445.62131OpenAlexW2058850550MaRDI QIDQ959395

Tormod Næs, Tobias Dahl

Publication date: 11 December 2008

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2005.06.016

zbMATH Keywords

singular value decompositionridge regressionprincipal componentsMANOVAgeneralized canonical analysisthree-way factor analysis

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Measures of association (correlation, canonical correlation, etc.) (62H20) Applications of statistics to psychology (62P15)

Related Items

Regularized generalized canonical correlation analysis: a framework for sequential multiblock component methods, Regularized generalized canonical correlation analysis, Generalized joint Procrustes analysis, Regularized multiple-set canonical correlation analysis

Cites Work

• Principal component analysis of three-mode data by means of alternating least squares algorithms
• Generalized Procrustes analysis
• Orthogonal Procrustes rotation for two or more matrices
• OVERALS: Nonlinear canonical correlation with \(k\) sets of variables
• Multidimensional rotation and scaling of configurations to optimal agreement
• Ridge Regression: Biased Estimation for Nonorthogonal Problems
• Canonical analysis of several sets of variables
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