IDEAS home Printed from https://ideas.repec.org/a/spr/psycho/v55y1990i3p519-531.html
   My bibliography  Save this article

Interpreting canonical correlation analysis through biplots of structure correlations and weights

Author

Listed:
  • Cajo Braak

Abstract

No abstract is available for this item.

Suggested Citation

  • Cajo Braak, 1990. "Interpreting canonical correlation analysis through biplots of structure correlations and weights," Psychometrika, Springer;The Psychometric Society, vol. 55(3), pages 519-531, September.
    • Handle: RePEc:spr:psycho:v:55:y:1990:i:3:p:519-531
    DOI: 10.1007/BF02294765
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/BF02294765
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/BF02294765?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Rao, C. Radhakrishna, 1979. "Separation theorems for singular values of matrices and their applications in multivariate analysis," Journal of Multivariate Analysis, Elsevier, vol. 9(3), pages 362-377, September.
    2. William Meredith, 1964. "Canonical correlations with fallible data," Psychometrika, Springer;The Psychometric Society, vol. 29(1), pages 55-65, March.
    3. Michael Greenacre, 2008. "Correspondence analysis of raw data," Economics Working Papers 1112, Department of Economics and Business, Universitat Pompeu Fabra, revised Jul 2009.
    4. Carl Eckart & Gale Young, 1936. "The approximation of one matrix by another of lower rank," Psychometrika, Springer;The Psychometric Society, vol. 1(3), pages 211-218, September.
    5. Izenman, Alan Julian, 1975. "Reduced-rank regression for the multivariate linear model," Journal of Multivariate Analysis, Elsevier, vol. 5(2), pages 248-264, June.
    6. Ledyard Tucker, 1958. "An inter-battery method of factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(2), pages 111-136, June.
    7. Neil Timm & James Carlson, 1976. "Part and bipartial canonical correlation analysis," Psychometrika, Springer;The Psychometric Society, vol. 41(2), pages 159-176, June.
    8. Paul Horst, 1961. "Relations amongm sets of measures," Psychometrika, Springer;The Psychometric Society, vol. 26(2), pages 129-149, June.
    9. Adelman, Irma & Geier, Marsha & Morris, Cynthia Taft, 1969. "Instruments and Goals in Economic Development," American Economic Review, American Economic Association, vol. 59(2), pages 409-426, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Golob, Thomas F. & Recker, Wilfred W., 2001. "Relationships Among Urban Freeway Accidents, Traffic Flow, Weather and Lighting Conditions," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt2fh4x5hp, Institute of Transportation Studies, UC Berkeley.
    2. Maura Vásquez & Guillermo Ramírez & Alberto Camardiel & Tomás Aluja, 2008. "A Biplot graphical tool to model the relationships between two sets of variables," Economía, Instituto de Investigaciones Económicas y Sociales (IIES). Facultad de Ciencias Económicas y Sociales. Universidad de Los Andes. Mérida, Venezuela, vol. 33(25), pages 117-130, january-j.
    3. Golob, Thomas F. & Recker, Wilfred W., 2003. "A Method for Relating Type of Crash to Traffic Flow Characteristics on Urban Freeways," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt7n64466d, Institute of Transportation Studies, UC Berkeley.
    4. Hensher, David A & Golob, Thomas F., 1998. "Searching for Policy Priorities in the Formulation of a Freight Transport Strategy: An Analysis of Freight Industry Attitudes," University of California Transportation Center, Working Papers qt2z94g3nk, University of California Transportation Center.
    5. repec:jss:jstsof:07:i05 is not listed on IDEAS
    6. Golob, Thomas F. & Recker, Wilfred W. & Alvarez, Veronica, 2002. "Freeway Safety as a Function of Traffic Flow: The FITS Tool for Evaluating ATMS Operations," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt1tc5r61j, Institute of Transportation Studies, UC Berkeley.
    7. Golob, Thomas F. & Regan, Amelia C., 2000. "The Perceived Usefulness of Different Sources of Traffic Information to Trucking Operations," University of California Transportation Center, Working Papers qt95d8d0xk, University of California Transportation Center.
    8. Jan Graffelman, 2005. "Enriched biplots for canonical correlation analysis," Journal of Applied Statistics, Taylor & Francis Journals, vol. 32(2), pages 173-188.
    9. Mariusz Malinowski, 2021. "The Standard of Living of Inhabitants and the Scientific and Technological Potential in Selected European Union Regions," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 714-747.
    10. Se-Kang Kim & Joseph H. Grochowalski, 2019. "Exploratory Visual Inspection of Category Associations and Correlation Estimation in Multidimensional Subspaces," Journal of Classification, Springer;The Classification Society, vol. 36(2), pages 177-199, July.
    11. Joanna Smoluk-Sikorska & Mariusz Malinowski, 2021. "An Attempt to Apply Canonical Analysis to Investigate the Dependencies between the Level of Organic Farming Development in Poland and the Chosen Environmental Determinants," Energies, MDPI, vol. 14(24), pages 1-26, December.
    12. Golob, Thomas F. & Recker, Wilfred W., 2003. "Relationships Among Urban Freeway Accidents, Traffic Flow, Weather, and Lighting Conditions," Institute of Transportation Studies, Research Reports, Working Papers, Proceedings qt61v6d9kz, Institute of Transportation Studies, UC Berkeley.
    13. Mariusz Malinowski, 2022. "Financial Situation of Local Government Units as a Determinant of the Standards of Living for the Polish Population," Energies, MDPI, vol. 15(15), pages 1-24, July.
    14. Younshik Chung & Tai-Jin Song, 2018. "Safety Analysis of Motorcycle Crashes in Seoul Metropolitan Area, South Korea: An Application of Nonlinear Optimal Scaling Methods," IJERPH, MDPI, vol. 15(12), pages 1-20, November.
    15. Golob, Thomas F. & Recker, Wilfred W., 2004. "A method for relating type of crash to traffic flow characteristics on urban freeways," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(1), pages 53-80, January.
    16. Mariusz Malinowski, 2021. "“Green Energy” and the Standard of Living of the EU Residents," Energies, MDPI, vol. 14(8), pages 1-35, April.
    17. Regan, A C & Golob, Thomas F, 2000. "CVO Perspectives on the Usefulness of Various Sources of Traffic Information," University of California Transportation Center, Working Papers qt0439w6h1, University of California Transportation Center.
    18. Tim Schwanen & Martin Dijst, 2003. "Time windows in workers' activity patterns: Empirical evidence from the Netherlands," Transportation, Springer, vol. 30(3), pages 261-283, August.
    19. Hensher, David A. & Duangphastra, Chackrit, 2000. "Interorganizational support and strategies for the ASEAN aviation sector: an application of canonical correlation analysis," Journal of Air Transport Management, Elsevier, vol. 6(3), pages 119-132.
    20. Joanna Smoluk-Sikorska & Mariusz Malinowski & Władysława Łuczka, 2020. "Identification of the Conditions for Organic Agriculture Development in Polish Districts—An Implementation of Canonical Analysis," Agriculture, MDPI, vol. 10(11), pages 1-31, October.
    21. Golob, Thomas F. & Regan, A C, 2001. "The Perceived Usefulness of Different Sources of Traffic Information to Trucking Operations," University of California Transportation Center, Working Papers qt7wz0j3rm, University of California Transportation Center.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Walter Kristof, 1967. "Orthogonal inter-battery factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 32(2), pages 199-227, June.
    2. Haruhiko Ogasawara, 2009. "Asymptotic expansions in the singular value decomposition for cross covariance and correlation under nonnormality," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 61(4), pages 995-1017, December.
    3. Heungsun Hwang & Yoshio Takane, 2002. "Generalized constrained multiple correspondence analysis," Psychometrika, Springer;The Psychometric Society, vol. 67(2), pages 211-224, June.
    4. Boik, Robert J., 1998. "A Local Parameterization of Orthogonal and Semi-Orthogonal Matrices with Applications," Journal of Multivariate Analysis, Elsevier, vol. 67(2), pages 244-276, November.
    5. Beaton, Derek & Chin Fatt, Cherise R. & Abdi, Hervé, 2014. "An ExPosition of multivariate analysis with the singular value decomposition in R," Computational Statistics & Data Analysis, Elsevier, vol. 72(C), pages 176-189.
    6. Modroño Herrán, Juan Ignacio & Fernández Aguirre, María Carmen & Landaluce Calvo, M. Isabel, 2003. "Una propuesta para el análisis de tablas múltiples," BILTOKI 1134-8984, Universidad del País Vasco - Departamento de Economía Aplicada III (Econometría y Estadística).
    7. Tenenhaus, Arthur & Philippe, Cathy & Frouin, Vincent, 2015. "Kernel Generalized Canonical Correlation Analysis," Computational Statistics & Data Analysis, Elsevier, vol. 90(C), pages 114-131.
    8. Michel Tenenhaus & Arthur Tenenhaus & Patrick J. F. Groenen, 2017. "Regularized Generalized Canonical Correlation Analysis: A Framework for Sequential Multiblock Component Methods," Psychometrika, Springer;The Psychometric Society, vol. 82(3), pages 737-777, September.
    9. Lansangan, Joseph Ryan G. & Barrios, Erniel B., 2017. "Simultaneous dimension reduction and variable selection in modeling high dimensional data," Computational Statistics & Data Analysis, Elsevier, vol. 112(C), pages 242-256.
    10. Eeke Burg & Jan Leeuw & Renée Verdegaal, 1988. "Homogeneity analysis withk sets of variables: An alternating least squares method with optimal scaling features," Psychometrika, Springer;The Psychometric Society, vol. 53(2), pages 177-197, June.
    11. William Meredith & Roger Millsap, 1985. "On component analyses," Psychometrika, Springer;The Psychometric Society, vol. 50(4), pages 495-507, December.
    12. Tenenhaus, Arthur & Tenenhaus, Michel, 2014. "Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis," European Journal of Operational Research, Elsevier, vol. 238(2), pages 391-403.
    13. Ganiere, Pierre & Chern, Wen S. & Hahn, David E., 2004. "Who Are Proponents And Opponents Of Genetically Modified Foods In The United States?," Working Papers 28315, Ohio State University, Department of Agricultural, Environmental and Development Economics.
    14. Shizuhiko Nishisato, 1996. "Gleaning in the field of dual scaling," Psychometrika, Springer;The Psychometric Society, vol. 61(4), pages 559-599, December.
    15. Torres Lacomba, Anna, 2003. "A comparison between correspondence analysis and categorical conjoint measurement," DEE - Working Papers. Business Economics. WB wb037117, Universidad Carlos III de Madrid. Departamento de Economía de la Empresa.
    16. Michel Tenenhaus & Forrest Young, 1985. "An analysis and synthesis of multiple correspondence analysis, optimal scaling, dual scaling, homogeneity analysis and other methods for quantifying categorical multivariate data," Psychometrika, Springer;The Psychometric Society, vol. 50(1), pages 91-119, March.
    17. Sewell, Daniel K., 2018. "Visualizing data through curvilinear representations of matrices," Computational Statistics & Data Analysis, Elsevier, vol. 128(C), pages 255-270.
    18. Eric Beh & Luigi D’Ambra, 2009. "Some Interpretative Tools for Non-Symmetrical Correspondence Analysis," Journal of Classification, Springer;The Classification Society, vol. 26(1), pages 55-76, April.
    19. Alain-Philippe Fortin & Patrick Gagliardini & O. Scaillet, 2022. "Eigenvalue tests for the number of latent factors in short panels," Swiss Finance Institute Research Paper Series 22-81, Swiss Finance Institute.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:psycho:v:55:y:1990:i:3:p:519-531. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.