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Simple inference in multinomial and ordered logit

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Author Info
David Crawford
Robert Pollak
Francis Vella

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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.

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Publisher Info
Article provided by Taylor and Francis Journals in its journal Econometric Reviews.

Volume (Year): 17 (1998)
Issue (Month): 3 ()
Pages: 289-299
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Handle: RePEc:taf:emetrv:v:17:y:1998:i:3:p:289-299

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Related research
Keywords: Inference; Mult inomial Logit; Ordered Logit; JEL Classification: C12;

Cited by:
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  1. Flavio Cunha & James J. Heckman & Salvador Navarro, 2007. "The Identification and Economic Content of Ordered Choice Models with Stochastic Thresholds," IZA Discussion Papers 2940, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  2. Boyd Hunter & Matthew Gray, 2004. "Further investigations into Indigenous labour supply: what discourages discouraged workers?," Labor and Demography 0407005, EconWPA. [Downloadable!]
  3. Flavio Cunha & James J. Heckman & Salvador Navarro, 2007. "The Identification & Economic Content of Ordered Choice Models with Stochastic Thresholds," Working Papers 200726, Geary Institute, University College Dublin. [Downloadable!]
  4. 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. [Downloadable!] (restricted)
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