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Regularized Generalized Canonical Correlation Analysis

Listed author(s):
  • Arthur Tenenhaus


  • Michel Tenenhaus


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    Article provided by Springer & The Psychometric Society in its journal Psychometrika.

    Volume (Year): 76 (2011)
    Issue (Month): 2 (April)
    Pages: 257-284

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    Handle: RePEc:spr:psycho:v:76:y:2011:i:2:p:257-284
    DOI: 10.1007/s11336-011-9206-8
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    Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

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    1. Ledoit, Olivier & Wolf, Michael, 2004. "A well-conditioned estimator for large-dimensional covariance matrices," Journal of Multivariate Analysis, Elsevier, vol. 88(2), pages 365-411, February.
    2. Jos Berge, 1988. "Generalized approaches to the maxbet problem and the maxdiff problem, with applications to canonical correlations," Psychometrika, Springer;The Psychometric Society, vol. 53(4), pages 487-494, December.
    3. John Geer, 1984. "Linear relations amongk sets of variables," Psychometrika, Springer;The Psychometric Society, vol. 49(1), pages 79-94, March.
    4. Yoshio Takane & Heungsun Hwang & Hervé Abdi, 2008. "Regularized Multiple-Set Canonical Correlation Analysis," Psychometrika, Springer;The Psychometric Society, vol. 73(4), pages 753-775, December.
    5. Bougeard, S. & Hanafi, M. & Qannari, E.M., 2008. "Continuum redundancy-PLS regression: A simple continuum approach," Computational Statistics & Data Analysis, Elsevier, vol. 52(7), pages 3686-3696, March.
    6. Mohamed Hanafi, 2007. "PLS Path modelling: computation of latent variables with the estimation mode B," Computational Statistics, Springer, vol. 22(2), pages 275-292, July.
    7. Schäfer Juliane & Strimmer Korbinian, 2005. "A Shrinkage Approach to Large-Scale Covariance Matrix Estimation and Implications for Functional Genomics," Statistical Applications in Genetics and Molecular Biology, De Gruyter, vol. 4(1), pages 1-32, November.
    8. Vinod, H. D., 1976. "Canonical ridge and econometrics of joint production," Journal of Econometrics, Elsevier, vol. 4(2), pages 147-166, May.
    9. Takane, Yoshio & Hwang, Heungsun, 2007. "Regularized linear and kernel redundancy analysis," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 394-405, September.
    10. Ledyard Tucker, 1958. "An inter-battery method of factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(2), pages 111-136, June.
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