Reconsidering the multinomial probit model

Reconsidering the multinomial probit model

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Article ID: iaor1993205
Country: United States
Volume: 25B
Issue: 6
Start Page Number: 433
End Page Number: 438
Publication Date: Dec 1991
Journal: Transportation Research. Part B: Methodological
Authors:
Keywords: statistics: distributions
Abstract:

Recently developed computational methods have greatly reduced the difficulty of estimating multinomial probit models and may soon make multinomial probit a computationally feasible option in applied travel demand modeling. This paper discusses some of the benefits and costs that are associated wit the use of multinomial probit in demand modeling. It is argued that although there are situations in which multinomial probit is essential for achieving a satisfactory model, most problems with existing demand models are unlikely to be mitigated by the use of multinomial probit.

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