IDEAS home Printed from https://ideas.repec.org/a/oup/jconrs/v16y1989i1p106-12.html
   My bibliography  Save this article

On the Use of Component Scores in the Presence of Group Structure

Author

Listed:
  • Dillon, William R
  • Mulani, Narendra
  • Frederick, Donald G

Abstract

Examination of the properties of component scores in the presence of group structure shows that the first few components extracted, typically viewed as most informative regarding total variance, do not necessarily contain the most information across group differences. A method for identifying informative components that account for across group differences is presented and illustrated. Copyright 1989 by the University of Chicago.

Suggested Citation

  • Dillon, William R & Mulani, Narendra & Frederick, Donald G, 1989. "On the Use of Component Scores in the Presence of Group Structure," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(1), pages 106-112, June.
    • Handle: RePEc:oup:jconrs:v:16:y:1989:i:1:p:106-12
    DOI: 10.1086/209198
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1086/209198
    Download Restriction: no
    File URL: https://libkey.io/10.1086/209198?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
    ---><---

    Citations

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


    Cited by:

    1. Tai, Chung-Ching & Lin, Hung-Wen & Chie, Bin-Tzong & Tung, Chen-Yuan, 2019. "Predicting the failures of prediction markets: A procedure of decision making using classification models," International Journal of Forecasting, Elsevier, vol. 35(1), pages 297-312.
    2. Gould, Stephen J. & Oakes, Leslie S. & Considine, Judith M., 1997. "Profiling pharmaceutical allergy medications by symptoms and their relief: A study of consumer perceptions," Journal of Business Research, Elsevier, vol. 40(3), pages 199-206, November.
    3. Mitra, Suman & Yao, Mingqi & Ritchie, Stephen G., 2021. "Gender differences in elderly mobility in the United States," Transportation Research Part A: Policy and Practice, Elsevier, vol. 154(C), pages 203-226.
    4. A. Oumlil & Joseph Balloun, 1994. "Some simple structure significance tests for exploratory component analysis with market survey data," Quality & Quantity: International Journal of Methodology, Springer, vol. 28(4), pages 371-381, November.
    5. Robert Kapłon, 2006. "A retrospective review of categorical data analysis – theory and marketing practice," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 16(1), pages 55-72.
    6. Maria Warne & Kristen Snyder & Katja Gådin, 2014. "Adaptation and Validation of a Positive Health Scale for Adolescents," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 1079-1093, November.
    7. Zhiliang Ma & Adam Cardinal-Stakenas & Youngser Park & Michael Trosset & Carey Priebe, 2010. "Dimensionality Reduction on the Cartesian Product of Embeddings of Multiple Dissimilarity Matrices," Journal of Classification, Springer;The Classification Society, vol. 27(3), pages 307-321, November.
    8. Pritchett, James G. & Johnson, Kamina K., 2005. "Retail Meat Feature Pricing: Enhancing Meat-Case Revenues?," Journal of Food Distribution Research, Food Distribution Research Society, vol. 36(1), pages 1-7, March.
    9. Pankaj Patel & Sherry Thatcher & Katerina Bezrukova, 2013. "Organizationally-relevant configurations: the value of modeling local dependence," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(1), pages 287-311, January.

    More about this item

    Statistics

    Access and download statistics

    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:oup:jconrs:v:16:y:1989:i:1:p:106-12. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: the person in charge (email available below). General contact details of provider: https://academic.oup.com/jcr .

    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.