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The Nested Multinomial Logit Model

1987
An important and intuitive generalization of the MNL specification is the nested multinomial logit (NMNL) model (McFadden, 1978). This model is able to generate substantial deviations from the “Independence of Irrelevant Alternatives” assumption but retains most of the computational advantages of the MNL model. Because of these features, the NMNL model
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A multinomial logit model of motorcycle crash severity at Australian intersections.

Journal of Safety Research, 2020
Mohammad Abrari Vajari   +3 more
semanticscholar   +1 more source

Mixed multinomial logit model

2004
Le modèle logit à coefficients aléatoires est le modèle le plus prometteur parmi les modèles de choix discrets. Il généralise le modèle logit multinomial standard et utilise des méthodes de simulation pour l'estimation du modèle. De plus, il permet d'estimer la distribution des propensions marginales à payer.
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A Multinomial Extension of the Linear Logit Model

International Economic Review, 1969
A large number of analyses in the social sciences are concerned with the determinants of the probability that a particular event will occur. For example, one may be interested in the forces which motivate commuters to use their cars to go to work as against some form of mass transport. Time, cost, and other considerations will play a role. Let p be the
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Multinomial Logit Models of Trade Coefficients

1988
Having studied how commodity prices and shipment rates can be simultaneously determined given trade coefficients, we now turn to the reverse question: how should trade coefficients be estimated, given prices and shipment rates? There are a number of possible approaches to this question and several trade coefficient models exist, but the modeling of ...
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Fuel choices for cooking in China: Analysis based on multinomial logit model

Journal of Cleaner Production, 2019
Hua Liao   +3 more
semanticscholar   +1 more source

Prediction and behavioral analysis of travel mode choice: A comparison of machine learning and logit models

Travel Behaviour & Society, 2020
Xilei Zhao   +2 more
exaly  

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