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Existence of the MLE and propriety of posteriors for a general multinomial choice model  (Make Corrections)  
Running head: Multinomial choice models By Paul L. Speckman, Jaeyong Lee and...



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Abstract: This paper examines necessary and sufficient conditions for the existence of Maximum Likelihood Estimates (MLE) and the propriety of the posterior under a bounded improper prior density for a wide class of discrete (or multinomial) choice models. The choice models are based on the principle of utility maximization. Our results cover a wide class of latent variable distributions defining the utility, including in particular multinomial logistic and probit classification and choice models as... (Update)

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BibTeX entry:   (Update)

@misc{ multinomial-existence,
  author = "Running Head Multinomial",
  title = "Existence of the MLE and propriety of posteriors for a general multinomial
    choice model",
  url = "citeseer.ist.psu.edu/401472.html" }
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