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Bias in Conditional and Unconditional Fixed Effects Logit Estimation: A Correction

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  • Coupé, Tom

Abstract

In a recent paper published in this journal, Katz (2001) compares the bias in conditional and unconditional fixed effects logit estimation using Monte Carlo Simulation. This note shows that while Katz's (2001) specification has “wrong” fixed effects (in the sense that the fixed effects are the same for all individuals), his conclusions still hold if I correct his specification (so that the fixed effects do differ over individuals). This note also illustrates the danger, when using logit, of including dummies when no fixed effects are present.

Suggested Citation

  • Coupé, Tom, 2005. "Bias in Conditional and Unconditional Fixed Effects Logit Estimation: A Correction," Political Analysis, Cambridge University Press, vol. 13(3), pages 292-295, July.
    • Handle: RePEc:cup:polals:v:13:y:2005:i:03:p:292-295_00
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    1. Kuenzel, David J., 2020. "WTO tariff commitments and temporary protection: Complements or substitutes?," European Economic Review, Elsevier, vol. 121(C).
    2. Schelker, Mark, 2018. "Lame ducks and divided government: How voters control the unaccountable," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 131-144.
    3. Flores, Gabriela & Ir, Por & Men, Chean R. & O’Donnell, Owen & van Doorslaer, Eddy, 2013. "Financial protection of patients through compensation of providers: The impact of Health Equity Funds in Cambodia," Journal of Health Economics, Elsevier, vol. 32(6), pages 1180-1193.
    4. Lamar Pierce & Michael W. Toffel, 2010. "The Role of Organizational Scope and Governance in Strengthening Private Monitoring," Harvard Business School Working Papers 11-004, Harvard Business School, revised Feb 2012.
    5. Berit Gerritzen, 2016. "Women's Empowerment and HIV Prevention in Rural Malawi," Feminist Economics, Taylor & Francis Journals, vol. 22(3), pages 1-25, July.
    6. Joseph P. McGarrity & Brian Linnen, 2010. "Pass or Run: An Empirical Test of the Matching Pennies Game Using Data from the National Football League," Southern Economic Journal, John Wiley & Sons, vol. 76(3), pages 791-810, January.
    7. Lamar Pierce & Michael W. Toffel, 2013. "The Role of Organizational Scope and Governance in Strengthening Private Monitoring," Organization Science, INFORMS, vol. 24(5), pages 1558-1584, October.
    8. Timothy T. Brown & Richard M. Scheffler & Sukyong Seo & Mary Reed, 2006. "The empirical relationship between community social capital and the demand for cigarettes," Health Economics, John Wiley & Sons, Ltd., vol. 15(11), pages 1159-1172, November.
    9. Yamlaksira S. Getachew & Roger Fon & Elie Chrysostome, 2023. "On the location choices of African multinational enterprises: Do supranational economic institutions matter?," Journal of International Business Policy, Palgrave Macmillan, vol. 6(4), pages 453-490, December.
    10. Hugh Gravelle & Giuseppe Moscelli & Rita Santos & Luigi Siciliani, 2014. "Patient choice and the effects of hospital market structure on mortality for AMI, hip fracture and stroke patients," Working Papers 106cherp, Centre for Health Economics, University of York.
    11. Salvatore Fasola & Laura Montalbano & Giovanna Cilluffo & Benjamin Cuer & Velia Malizia & Giuliana Ferrante & Isabella Annesi-Maesano & Stefania La Grutta, 2021. "A Critical Review of Statistical Methods for Twin Studies Relating Exposure to Early Life Health Conditions," IJERPH, MDPI, vol. 18(23), pages 1-15, December.
    12. Kodjovi M. Eklou, 2020. "A Leadership Curse? Oil Price Shocks and the Selection of National Leaders," Cahiers de recherche 20-05, Departement d'économique de l'École de gestion à l'Université de Sherbrooke.
    13. Jan Engelmann & Alejandro Hirmas & Joël van der Weele, 2021. "Top Down or Bottom Up? Disentangling the Channels of Attention in Risky Choice," Tinbergen Institute Discussion Papers 21-031/I, Tinbergen Institute.

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