IDEAS home Printed from https://ideas.repec.org/a/tsj/stataj/v11y2011i4p556-576.html
   My bibliography  Save this article

mvdcmp: Multivariate decomposition for nonlinear response models

Author

Listed:
  • Daniel A. Powers

    (University of Texas at Austin)

  • Hirotoshi Yoshioka

    (University of Texas at Austin)

  • Myeong-Su Yun

    (Tulane University)

Abstract

We developed a general-purpose multivariate decomposition command for nonlinear response models that incorporates several recent contributions to overcome various problems dealing with path dependence and identification. This work extends existing Stata packages in important ways by including additional models and allowing for weights and model offsets. Copyright 2011 by StataCorp LP.

Suggested Citation

  • Daniel A. Powers & Hirotoshi Yoshioka & Myeong-Su Yun, 2011. "mvdcmp: Multivariate decomposition for nonlinear response models," Stata Journal, StataCorp LP, vol. 11(4), pages 556-576, December.
  • Handle: RePEc:tsj:stataj:v:11:y:2011:i:4:p:556-576
    Note: to access software from within Stata, net describe http://www.stata-journal.com/software/sj11-4/st0241/
    as

    Download full text from publisher

    File URL: http://www.stata-journal.com/article.html?article=st0241
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bowblis, John R. & Yun, Myeong-Su, 2010. "Racial and Ethnic Disparities in the Use of Drug Therapy," IZA Discussion Papers 4853, Institute of Labor Economics (IZA).
    2. Mathia Sinning & Markus Hahn & Thomas K. Bauer, 2008. "The Blinder–Oaxaca decomposition for nonlinear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 480-492, December.
    3. anonymous, 1984. "New Zealand economic chronology 1983," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 47, january/f.
    4. William E. Even & David A. Macpherson, 1993. "The Decline of Private-Sector Unionism and the Gender Wage Gap," Journal of Human Resources, University of Wisconsin Press, vol. 28(2), pages 279-296.
    5. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    6. T. A. Park & L. Lohr, 2010. "A Oaxaca-Blinder decomposition for count data models," Applied Economics Letters, Taylor & Francis Journals, vol. 17(5), pages 451-455.
    7. anonymous, 1984. "New Zealand economy - six monthly review," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 47, may.
    8. Suits, Daniel B, 1984. "Dummy Variables: Mechanics v. Interpretation," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 177-180, February.
    9. anonymous, 1984. "The New Zealand economy: six monthly review," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 47, november.
    10. Pritchett, Jonathan & Yun, Myeong-Su, 2009. "The in-hospital mortality rates of slaves and freemen: Evidence from Touro Infirmary, New Orleans, Louisiana, 1855-1860," Explorations in Economic History, Elsevier, vol. 46(2), pages 241-252, April.
    11. Robert P. Althauser & Michael Wigler, 1972. "Standardization and Component Analysis," Sociological Methods & Research, , vol. 1(1), pages 97-135, August.
    12. Tamás Bartus, 2006. "Marginal effects and extending the Blinder–Oaxaca decomposition for nonlinear models," United Kingdom Stata Users' Group Meetings 2006 05, Stata Users Group.
    13. Powers, Daniel A. & Yun, Myeong-Su, 2009. "Multivariate Decomposition for Hazard Rate Models," IZA Discussion Papers 3971, Institute of Labor Economics (IZA).
    14. Nielsen, Helena Skyt, 1998. "Discrimination and detailed decomposition in a logit model," Economics Letters, Elsevier, vol. 61(1), pages 115-120, October.
    15. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    16. J. Scott Long & Jeremy Freese, 2006. "Regression Models for Categorical Dependent Variables using Stata, 2nd Edition," Stata Press books, StataCorp LP, edition 2, number long2, March.
    Full references (including those not matched with items on IDEAS)

    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. Powers, Daniel A. & Yun, Myeong-Su, 2009. "Multivariate Decomposition for Hazard Rate Models," IZA Discussion Papers 3971, Institute of Labor Economics (IZA).
    2. Carlos Grad󸀍, 2012. "Poverty among minorities in the United States: explaining the racial poverty gap for Blacks and Latinos," Applied Economics, Taylor & Francis Journals, vol. 44(29), pages 3793-3804, October.
    3. Wamuthenya, W.R., 2010. "Economic crisis and women’s employment rate in a Sub-Saharan African country," ISS Working Papers - General Series 19427, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    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. 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.
    6. Antonella Biscione & Dorothée Boccanfuso & Raul Caruso & Annunziata Felice, 2022. "The innovation gender gap in transition countries," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 493-516, July.
    7. Woojin Chung & Monica Das Gupta, 2007. "The Decline of Son Preference in South Korea: The Roles of Development and Public Policy," Population and Development Review, The Population Council, Inc., vol. 33(4), pages 757-783, December.
    8. Yun Liang & John Gibson, 2017. "Location or Hukou: What Most Limits Fertility of Urban Women in China?," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 4(3), pages 527-540, September.
    9. Bönke Timm & Schröder Carsten, 2011. "Poverty in Germany – Statistical Inference and Decomposition," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 231(2), pages 178-209, April.
    10. Yun, Myeong-Su, 2004. "Decomposing differences in the first moment," Economics Letters, Elsevier, vol. 82(2), pages 275-280, February.
    11. Neri, Marcelo Côrtes, 2014. "Brazil's middle classes," FGV EPGE Economics Working Papers (Ensaios Economicos da EPGE) 759, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil).
    12. Ira N. Gang & Kunal Sen & Myeong‐Su Yun, 2008. "Poverty In Rural India: Caste And Tribe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(1), pages 50-70, March.
    13. MA, Xinxin & CHENG, Jie, 2023. "The Impact of Trade Unions on the Gender Wage Gap : Evidence from China," Discussion Paper Series 752, Institute of Economic Research, Hitotsubashi University.
    14. Guillén, Osmani Teixeira & Hecq, Alain & Issler, João Victor & Saraiva, Diogo, 2015. "Forecasting multivariate time series under present-value model short- and long-run co-movement restrictions," International Journal of Forecasting, Elsevier, vol. 31(3), pages 862-875.
    15. Manon Domingues Dos Santos & François-Charles Wolff, 2010. "Pourquoi les immigrés portugais veulent-ils tant retourner au pays ?," Économie et Prévision, Programme National Persée, vol. 195(4), pages 1-14.
    16. Carlos Gradin, 2009. "Why is Poverty So High Among Afro-Brazilians? A Decomposition Analysis of the Racial Poverty Gap," Journal of Development Studies, Taylor & Francis Journals, vol. 45(9), pages 1426-1452.
    17. Ian Watson, 2010. "Decomposing the Gender Pay Gap in the Australian Managerial Labour Market," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 13(1), pages 49-79.
    18. Shannon, Matthew, 2022. "The labour market outcomes of transgender individuals," Labour Economics, Elsevier, vol. 77(C).
    19. Font, Sarah A. & Berger, Lawrence M. & Slack, Kristen S., 2012. "Examining racial disproportionality in child protective services case decisions," Children and Youth Services Review, Elsevier, vol. 34(11), pages 2188-2200.
    20. Okechukwu D. Anyamele, 2018. "Racial Ethnic differences in Household Loan Delinquency Rate in recent financial crisis: Evidence from 2007 and 2010 Survey of Consumer Finances," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 8(3), pages 1-4.

    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:tsj:stataj:v:11:y:2011:i:4:p:556-576. 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: Christopher F. Baum or Lisa Gilmore (email available below). General contact details of provider: http://www.stata-journal.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.