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Structural choice analysis with nested logit models

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Author Info
Florian Heiss (University of Mannheim)
Abstract

The nested logit model has become an important tool for the empirical analysis of discrete outcomes. There is some confusion about its specification of the outcome probabilities. Two major variants show up in the literature. This paper compares both and Þnds that one of them (called random utility maximization nested logit, RUMNL) is preferable in most situations. Since the command nlogit of Stata 7.0 implements the other variant (called non-normalized nested logit, NNNL), an implementation of RUMNL called nlogitrum is introduced.Numerous examples support and illustrate the differences between both specifications. Copyright 2002 by Stata Corporation.

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Article provided by StataCorp LP in its journal Stata Journal.

Volume (Year): 2 (2002)
Issue (Month): 3 (August)
Pages: 227-252
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Handle: RePEc:tsj:stataj:v:2:y:2002:i:3:p:227-252

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Keywords: nlogitdn; nlogitrum; nested logit model; discrete choice; random utility maximization model;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Borsch-Supan, Axel, 1990. "On the compatibility of nested logit models with utility maximization," Journal of Econometrics, Elsevier, vol. 43(3), pages 373-388, March. [Downloadable!] (restricted)
  2. Gary L. Hunt, 2000. "Alternative Nested Logit Model Structures and the Special Case of Partial Degeneracy," Journal of Regional Science, Blackwell Publishing, vol. 40(1), pages 89-113. [Downloadable!] (restricted)
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  2. Randell P. Ellis & Germano M. Mwabu, 2004. "The Demand for Outpatient Medical Care in Rural Kenya," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-140, Boston University - Department of Economics. [Downloadable!]
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  3. Kurt Schmidheiny, 2003. "Income Segregation and Local Progressive Taxation: Empirical Evidence from Switzerland," Diskussionsschriften dp0311, Universitaet Bern, Departement Volkswirtschaft. [Downloadable!]
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  4. Philip H. Brown & Caroline Theoharides, 2009. "Health-seeking behavior and hospital choice in China's New Cooperative Medical System," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages S47-S64. [Downloadable!]
  5. Siedschlag, Iulia & Smith, Donal & Turcu, Camelia & Zhang, Xiaoheng, 2009. "What Determines the Attractiveness of the European Union to the Location R&D Multinational Firms?," Papers DYNREG46, Economic and Social Research Institute (ESRI). [Downloadable!]
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