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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
    Download Restriction: no
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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:

    1. Irfan Kanat & Yili Hong & T. S. Raghu, 2018. "Surviving in Global Online Labor Markets for IT Services: A Geo-Economic Analysis," Information Systems Research, INFORMS, vol. 29(4), pages 893-909, December.
    2. 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.
    3. Goic, Marcel & Rojas, Andrea & Saavedra, Ignacio, 2021. "The Effectiveness of Triggered Email Marketing in Addressing Browse Abandonments," Journal of Interactive Marketing, Elsevier, vol. 55(C), pages 118-145.
    4. 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.
    5. 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.
    6. Cummins, Neil, 2017. "Lifespans of the European elite, 800–1800," LSE Research Online Documents on Economics 83576, London School of Economics and Political Science, LSE Library.
    7. 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.
    8. 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.
    9. 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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