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Simple inference in multinomial and ordered logit

Author

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  • David Crawford
  • Robert Pollak
  • Francis Vella

Abstract

This paper provides some simple methods of interpreting the coefficients in multinomial logit and ordered logit models. These methods are summarized in Propositions concerning the magnitudes, signs, and patterns of partial derivatives of the outcome probabilities with respect to the exogenousvariables. The paper also provides an empirical example illustrating the use of these Propositions.

Suggested Citation

  • David Crawford & Robert Pollak & Francis Vella, 1998. "Simple inference in multinomial and ordered logit," Econometric Reviews, Taylor & Francis Journals, vol. 17(3), pages 289-299.
    • Handle: RePEc:taf:emetrv:v:17:y:1998:i:3:p:289-299
    DOI: 10.1080/07474939808800417
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    References listed on IDEAS

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    1. Vella, Francis, 1994. "Gender Roles and Human Capital Investment: The Relationship between Traditional Attitudes and Female Labour Market Performance," Economica, London School of Economics and Political Science, vol. 61(242), pages 191-211, May.
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    Cited by:

    1. Boyd Hunter & Matthew Gray, 2004. "Further investigations into Indigenous labour supply: what discourages discouraged workers?," Labor and Demography 0407005, University Library of Munich, Germany.
    2. John Mullahy & Stephanie A. Robert, 2008. "No Time to Lose? Time Constraints and Physical Activity," NBER Working Papers 14513, National Bureau of Economic Research, Inc.
    3. Fernández-Val, Iván & Savchenko, Yevgeniya & Vella, Francis, 2017. "Evaluating the role of income, state dependence and individual specific heterogeneity in the determination of subjective health assessments," Economics & Human Biology, Elsevier, vol. 25(C), pages 85-98.
    4. Jolanda Hessels & Isabel Grilo & Roy Thurik & Peter Zwan, 2011. "Entrepreneurial exit and entrepreneurial engagement," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 447-471, August.
    5. John Mullahy, 2010. "Multivariate Fractional Regression Estimation of Econometric Share Models," NBER Working Papers 16354, National Bureau of Economic Research, Inc.
    6. Troy Tassier, 2006. "Labor Market Implications of Weak Ties," Southern Economic Journal, John Wiley & Sons, vol. 72(3), pages 704-719, January.

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    More about this item

    Keywords

    Inference; Mult inomial Logit; Ordered Logit; JEL Classification: C12;
    All these keywords.

    JEL classification:

    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General

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