IDEAS home Printed from https://ideas.repec.org/a/sae/somere/v14y1986i4p423-446.html
   My bibliography  Save this article

On Regression Standardization for Moments

Author

Listed:
  • CLIFFORD C. CLOGG

    (Pennsylvania State University)

  • SCOTT R. ELIASON

    (Pennsylvania State University)

Abstract

Polynomial regression models can be used to standardize means of endogenous variables for moments of exogenous variables. In other words, standardized means obtained from polynomial models adjust for group differences in location and shape parameters that characterize distributions of exogenous variables. The suggested approach is a natural extension of the conventional method of regression standardization for means (or first moments) of exogenous variables, and it is a more direct analogue to standardization methods used in demography. We also give simple methods that can be used to test the significance of various components of a difference between two means.

Suggested Citation

  • Clifford C. Clogg & Scott R. Eliason, 1986. "On Regression Standardization for Moments," Sociological Methods & Research, , vol. 14(4), pages 423-446, May.
    • Handle: RePEc:sae:somere:v:14:y:1986:i:4:p:423-446
    DOI: 10.1177/0049124186014004004
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0049124186014004004
    Download Restriction: no
    File URL: https://libkey.io/10.1177/0049124186014004004?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
    ---><---

    References listed on IDEAS

    as
    1. Evelyn Kitagawa, 1964. "Standardized comparisons in population research," Demography, Springer;Population Association of America (PAA), vol. 1(1), pages 296-315, March.
    2. Clifford Clogg, 1978. "Adjustment of rates using multiplicative models," Demography, Springer;Population Association of America (PAA), vol. 15(4), pages 523-539, November.
    3. Malkiel, Burton G & Malkiel, Judith A, 1973. "Male-Female Pay Differentials in Professional Employment," American Economic Review, American Economic Association, vol. 63(4), pages 693-705, September.
    4. F. L. Jones & Jonathan Kelley, 1984. "Decomposing Differences between Groups," Sociological Methods & Research, , vol. 12(3), pages 323-343, February.
    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. Lonnie Stevans & Charles Register & David Sessions, 1992. "Simulating bias in the estimator of labor market discrimination," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 27(2), pages 157-168, September.

    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. W. Arthur, 1984. "The analysis of linkages in demographic theory," Demography, Springer;Population Association of America (PAA), vol. 21(1), pages 109-128, February.
    2. Clifford Clogg & James Shockey, 1985. "The effect of changing demographic composition on recent trends in underemployment," Demography, Springer;Population Association of America (PAA), vol. 22(3), pages 395-414, August.
    3. Huong Thu Le & Ha Trong Nguyen, 2018. "The evolution of the gender test score gap through seventh grade: new insights from Australia using unconditional quantile regression and decomposition," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-42, December.
    4. Jakub Picka, 2014. "Problém "public-private pay gap" v České republice [The Public-Private Pay Gap in the Czech Republic]," Politická ekonomie, Prague University of Economics and Business, vol. 2014(5), pages 662-682.
    5. Adam Pilny, 2017. "Explaining Differentials in Subsidy Levels Among Hospital Ownership Types in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 26(5), pages 566-581, May.
    6. Ben Jann, 2008. "A Stata implementation of the Blinder-Oaxaca decomposition," ETH Zurich Sociology Working Papers 5, ETH Zurich, Chair of Sociology, revised 14 May 2008.
    7. Suryakant Yadav, 2021. "Progress of Inequality in Age at Death in India: Role of Adult Mortality," European Journal of Population, Springer;European Association for Population Studies, vol. 37(3), pages 523-550, July.
    8. Oscar Molina Tejerina & Luis Castro Peñarrieta, 2020. "Unexplained Wage Gaps in the Tradable and Nontradable Sectors: Cross-Sectional Evidence by Gender in Bolivia," Investigación & Desarrollo, Universidad Privada Boliviana, vol. 20(1), pages 5-23.
    9. Clementi, Fabio & Molini, Vasco & Schettino, Francesco, 2018. "All that Glitters is not Gold: Polarization Amid Poverty Reduction in Ghana," World Development, Elsevier, vol. 102(C), pages 275-291.
    10. Evgeny M. Andreev & Vladimir M. Shkolnikov & Alexander Z. Begun, 2002. "Algorithm for decomposition of differences between aggregate demographic measures and its application to life expectancies, Gini coefficients, health expectancies, parity-progression ratios and total ," MPIDR Working Papers WP-2002-035, Max Planck Institute for Demographic Research, Rostock, Germany.
    11. Dina Shatnawi & Ronald Oaxaca & Michael Ransom, 2014. "Movin’ on up: Hierarchical occupational segmentation and gender wage gaps," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(3), pages 315-338, September.
    12. F. Thomas Juster, 1975. "Introduction and Summary," NBER Chapters, in: Education, Income, and Human Behavior, pages 1-44, National Bureau of Economic Research, Inc.
    13. Hela Jeddi & Dhafer Malouche, 2015. "Wage gap between men and women in Tunisia," Papers 1511.02229, arXiv.org.
    14. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    15. Lauren J. Krivo & Robert L. Kaufman, 1990. "Estimating Macro-Relationships Using Micro-Data," Sociological Methods & Research, , vol. 19(2), pages 196-224, November.
    16. George J. Borjas, 1981. "Job Mobility and Earnings over the Life Cycle," ILR Review, Cornell University, ILR School, vol. 34(3), pages 365-376, April.
    17. Nguyen, Ha Trong & Brinkman, Sally & Le, Huong Thu & Zubrick, Stephen R. & Mitrou, Francis, 2022. "Gender differences in time allocation contribute to differences in developmental outcomes in children and adolescents," Economics of Education Review, Elsevier, vol. 89(C).
    18. Yu Xie, 1989. "An Alternative Purging Method: Controlling the Composition-Dependent Interaction in an Analysis of Rates," Demography, Springer;Population Association of America (PAA), vol. 26(4), pages 711-716, November.
    19. S. C. Noah Uhrig & Nicole Watson, 2020. "The Impact of Measurement Error on Wage Decompositions: Evidence From the British Household Panel Survey and the Household, Income and Labour Dynamics in Australia Survey," Sociological Methods & Research, , vol. 49(1), pages 43-78, February.
    20. Zafar Mueen Nasir, 2000. "Earnings Differential between Public and Private Sectors in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 39(2), pages 111-130.

    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:sae:somere:v:14:y:1986:i:4:p:423-446. 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: SAGE Publications (email available below). General contact details of provider: .

    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.