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Analyzing Frequencies of Several Types of Events: A Mixed Multinomial-Poisson Approach

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Terza, Joseph V
Wilson, Paul W

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Abstract

A flexible, generalized Poisson model is combined with the multinomial distribution to jointly predict households' choices among types of trips and frequency of trips. The model is compared with conventional Poisson models. The problem of a time-variant mean for frequencies is also addressed, as well as the mean-variance property of the conventional Poisson model that is avoided by use of the generalized formulation. The generalized model is found to outperform the conventional models. Copyright 1990 by MIT Press.

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Publisher Info
Article provided by MIT Press in its journal Review of Economics & Statistics.

Volume (Year): 72 (1990)
Issue (Month): 1 (February)
Pages: 108-15
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Handle: RePEc:tpr:restat:v:72:y:1990:i:1:p:108-15

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  1. Andr? Romeu-Santana & ?gel M. Vera-Hern?dez, . "A Semi-Nonparametric Estimator For Counts With An Endogenous Dummy. Variable," UFAE and IAE Working Papers 452.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC). [Downloadable!]
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  2. Efthymios G. Tsionas, George E. Halkos, 2000. "Posterior Analysis of Environmental Damage Evaluation in Europe," International Review of Applied Economics, Taylor and Francis Journals, vol. 14(3), pages 371-390, July. [Downloadable!] (restricted)
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