Regularized multiple-set canonical correlation analysis

DOI10.1007/s11336-008-9065-0zbMath1284.62750OpenAlexW2133946066MaRDI QIDQ998844

Yoshio Takane, Heungsun Hwang, Hervé Abdi

Publication date: 30 January 2009

Published in: Psychometrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11336-008-9065-0

zbMATH Keywords

bootstrap methodpermutation testsridge regressioninformation integrationgeneralized singular value decompositionprior informationmultiple correspondence analysis\(G\)-fold cross validation

Mathematics Subject Classification ID

Applications of statistics to psychology (62P15)

Related Items (14)

Robust multiple-set linear canonical analysis based on minimum covariance determinant estimator ⋮ Kernel generalized canonical correlation analysis ⋮ On the rank-deficient canonical correlation technique solved by analytic spectral decomposition ⋮ Cross-validation of matching correlation analysis by resampling matching weights ⋮ Multinomial logistic factor regression for multi-source functional block-wise missing data ⋮ Asymptotic theory of multiple-set linear canonical analysis ⋮ Robustifying multiple-set linear canonical analysis with S-estimator ⋮ Regularized reduced rank growth curve models ⋮ Functional multiple-set canonical correlation analysis ⋮ Connecting the multivariate partial least squares with canonical analysis: a path-following approach ⋮ Regularized nonsymmetric correspondence analysis ⋮ Regularized generalized canonical correlation analysis ⋮ Fast regularized canonical correlation analysis ⋮ Professor Haruo Yanai and multivariate analysis

Uses Software

• fda (R)
• sedaR
• Canoco

Cites Work

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