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Structural choice analysis with nested logit models

The stata journal. Bd. 2. H. 3. College Station, Tex.: Stata Press 2002 S. 227 - 252

Erscheinungsjahr: 2002

ISBN/ISSN: 1536-867X ; 1536-8734

Publikationstyp: Zeitschriftenaufsatz

Sprache: Englisch

GeprüftBibliothek

Inhaltszusammenfassung


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 finds 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 ...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 finds 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.» weiterlesen» einklappen

Autoren


Heiss, Florian (Autor)

Klassifikation


DFG Fachgebiet:
Wirtschaftswissenschaften

DDC Sachgruppe:
Statistik