IDEAS home Printed from https://ideas.repec.org/a/tsj/stataj/v4y2004i2p154-167.html
   My bibliography  Save this article

Computing interaction effects and standard errors in logit and probit models

Author

Listed:
  • Edward C. Norton

    (University of North Carolina at Chapel Hill)

  • Hua Wang

    (University of North Carolina at Chapel Hill)

  • Chunrong Ai

    (University of Florida)

Abstract

This paper explains why computing the marginal effect of a change in two variables is more complicated in nonlinear models than in linear models. The command inteff computes the correct marginal effect of a change in two interacted variables for a logit or probit model, as well as the correct standard errors. The inteff command graphs the interaction effect and saves the results to allow further investigation. Copyright 2004 by StataCorp LP.

Suggested Citation

  • Edward C. Norton & Hua Wang & Chunrong Ai, 2004. "Computing interaction effects and standard errors in logit and probit models," Stata Journal, StataCorp LP, vol. 4(2), pages 154-167, June.
    • Handle: RePEc:tsj:stataj:v:4:y:2004:i:2:p:154-167
    Note: Windows users should not attempt to download these files with a web browser.
    as

    Download full text from publisher

    File URL: http://www.stata-journal.com/software/sj4-2/st0063/
    Download Restriction: no
    File URL: http://www.stata-journal.com/sjpdf.html?articlenum=st0063
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Thomas DeLeire, 2000. "The Wage and Employment Effects of the Americans with Disabilities Act," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 693-715.
    2. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    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. Jennifer Bennett Shinall, 2016. "What happens when the definition of disability changes? The case of obesity," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-30, December.
    2. Richard V. Burkhauser & Maximilian D. Schmeiser & Robert R. Weathers II, 2012. "The Importance of Anti-Discrimination and Workers' Compensation Laws on the Provision of Workplace Accommodations following the Onset of a Disability," ILR Review, Cornell University, ILR School, vol. 65(1), pages 161-180, January.
    3. Bell, David & Heitmueller, Axel, 2009. "The Disability Discrimination Act in the UK: Helping or hindering employment among the disabled?," Journal of Health Economics, Elsevier, vol. 28(2), pages 465-480, March.
    4. Abel Brodeur, 2012. "Smoking, Income and Subjective Well-Being: Evidence from Smoking Bans," Working Papers halshs-00664269, HAL.
    5. Shun-Yang Lee & Julian Runge & Daniel Yoo & Yakov Bart & Anett Gyurak & J. W. Schneider, 2023. "COVID-19 Demand Shocks Revisited: Did Advertising Technology Help Mitigate Adverse Consequences for Small and Midsize Businesses?," Papers 2307.09035, arXiv.org, revised Jan 2024.
    6. Cowling, Marc & Ughetto, Elisa & Lee, Neil, 2018. "The innovation debt penalty: Cost of debt, loan default, and the effects of a public loan guarantee on high-tech firms," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 166-176.
    7. Sonja Fagernäs, 2011. "Protection through Proof of Age. Birth Registration and Child Labor in Early 20th Century USA," Working Paper Series 2311, Department of Economics, University of Sussex Business School.
    8. Hilber, Christian A.L., 2010. "New housing supply and the dilution of social capital," Journal of Urban Economics, Elsevier, vol. 67(3), pages 419-437, May.
    9. Arie Kapteyn & James P. Smith & Arthur VanSoest, 2005. "Vignettes and Self Reported Work Disability," Labor and Demography 0511005, University Library of Munich, Germany.
    10. Zvonimir Bašić & Parampreet C. Bindra & Daniela Glätzle-Rützler & Angelo Romano & Matthias Sutter & Claudia Zoller, 2021. "The Roots of Cooperation," ECONtribute Discussion Papers Series 097, University of Bonn and University of Cologne, Germany.
    11. Amrei Lahno & Marta Serra-Garcia, 2015. "Peer effects in risk taking: Envy or conformity?," Journal of Risk and Uncertainty, Springer, vol. 50(1), pages 73-95, February.
    12. Johnston, David W. & Lordan, Grace, 2012. "Discrimination makes me sick! An examination of the discrimination–health relationship," Journal of Health Economics, Elsevier, vol. 31(1), pages 99-111.
    13. Powers, Tony., 2008. "Recognizing ability : the skills and productivity of persons with disabilities: literature review," ILO Working Papers 994131063402676, International Labour Organization.
    14. Sakaue, Katsuki, 2018. "Informal fee charge and school choice under a free primary education policy: Panel data evidence from rural Uganda," International Journal of Educational Development, Elsevier, vol. 62(C), pages 112-127.
    15. Carolin Bock & Maximilian Schmidt, 2015. "Should I stay, or should I go? – How fund dynamics influence venture capital exit decisions," Review of Financial Economics, John Wiley & Sons, vol. 27(1), pages 68-82, November.
    16. Savage, Michael, 2014. "Smoking outside: the effect of the Irish workplace smoking ban on smoking prevalence among the employed," Health Economics, Policy and Law, Cambridge University Press, vol. 9(4), pages 407-424, October.
    17. Schertler, Andrea & Tykvová, Tereza, 2011. "Venture capital and internationalization," International Business Review, Elsevier, vol. 20(4), pages 423-439, August.
    18. Chenxi Zhou & Jinhong Xie & Qi Wang, 2016. "Failure to Complete Cross-Border M&As: “To” vs. “From” Emerging Markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 47(9), pages 1077-1105, December.
    19. Gregory J. Colman & Dahlia K. Remler, 2008. "Vertical equity consequences of very high cigarette tax increases: If the poor are the ones smoking, how could cigarette tax increases be progressive?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 27(2), pages 376-400.
    20. Christopher Mayer & Edward Morrison & Tomasz Piskorski & Arpit Gupta, 2014. "Mortgage Modification and Strategic Behavior: Evidence from a Legal Settlement with Countrywide," American Economic Review, American Economic Association, vol. 104(9), pages 2830-2857, September.

    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:4:y:2004:i:2:p:154-167. 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.