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Simple logit and probit marginal effects in R

Author

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  • Alan Fernihough

Abstract

This paper outlines a simple routine to calculate the marginal effects of logit and probit regressions using the popular statistical software package R. I compare results obtained using this procedure with those produced using Stata. An extension of this routine to the generalized linear mixed effects regression is also presented.

Suggested Citation

  • Alan Fernihough, 2011. "Simple logit and probit marginal effects in R," Working Papers 201122, School of Economics, University College Dublin.
    • Handle: RePEc:ucn:wpaper:201122
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    File URL: http://hdl.handle.net/10197/3404
    File Function: First version, 2011
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    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Probit/Logit Marginal Effects in R
      by diffuseprior in DiffusePrioR on 2012-04-23 16:15:35
    2. Marginal Effects vs Odds Ratios
      by Matt Bogard in Econometric Sense on 2016-03-12 10:32:00

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    Cited by:

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    3. Cummins, Neil, 2014. "Longevity and the rise of the West: lifespans of the European elite, 800-1800," Economic History Working Papers 60555, London School of Economics and Political Science, Department of Economic History.
    4. Nasir Abbas Khan & Qijie Gao & Shoukat Ali & Babar Shahbaz & Palwasha Khan & Muhammad Abid, 2022. "Analyzing ICT-enabled agricultural advisory services in Pakistan: evidence from a marginalized region of Punjab province," Electronic Commerce Research, Springer, vol. 22(4), pages 1107-1129, December.
    5. Ismail Bulent Gurbuz, 2024. "Analysis in Terms of Environmental Awareness of Farmers’ Decisions and Attitudes: Reducing Pesticide Use and Risks," Sustainability, MDPI, vol. 16(11), pages 1-18, May.
    6. Romano, A.A. & Scandurra, G. & Carfora, A., 2015. "Probabilities to adopt feed in tariff conditioned to economic transition: A scenario analysis," Renewable Energy, Elsevier, vol. 83(C), pages 988-997.
    7. Lagerkvist, Carl Johan & Hess, Sebastian, 2014. "Consumer acceptance of an EU/non-EU label of origin of beef: an analysis of attribute attendance in a discrete choice experiment," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182744, European Association of Agricultural Economists.
    8. Cummins, Neil, 2017. "Lifespans of the European Elite, 800–1800," The Journal of Economic History, Cambridge University Press, vol. 77(2), pages 406-439, June.
    9. Czaya, Axel & Matiaske, Wenzel, 2018. "Finanzielle Mitarbeiterbeteiligung in Deutschland. Gewinn- und Kapitalbeteiligung von Mitarbeitern: Eine Studie vor dem Hintergrund des Mitarbeiterkapitalbeteiligungsgesetzes und der Wirtschaftskrise ," Working Paper Forschungsförderung 111, Hans-Böckler-Stiftung, Düsseldorf.
    10. Burli, Pralhad & Lal, Pankaj & Wolde, Bernabas & Jose, Shibu & Bardhan, Sougata, 2021. "Perceptions about switchgrass and land allocation decisions: Evidence from a farmer survey in Missouri," Land Use Policy, Elsevier, vol. 109(C).

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