Results 21 to 30 of about 13,900,957 (301)
Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects [PDF]
, 2008 Conditional logit, Finite mixture, Identifiability, Multinomial logit, Unobserved heterogeneity,
Bettina Grün +3 more
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Comparative Study of Logit and Weibit Model in Travel Mode Choice
IEEE Access, 2020 To quantify travel demand, it is necessary to understand the travelers' mode choice behavior. The Logit model is widely used in travel mode choice because of its closed form.
Dawei Li, Wentong Wu, Yuchen Song
doaj +1 more source
Penalized multinomial mixture logit model [PDF]
Computational Statistics, 2009 A classification problem is considered where the observed classes are mixtures of some subclasses. The multinomial logit model is used to model the dependence between subclasses labels and predictors. A version of the EM algorithm is proposed for fitting the resulting mixture model.
Shaheena Bashir, Edward M. Carter
openaire +3 more sources
Modeling enterprise location choice decision behavior
Journal of Transport and Land Use, 2021 This study presents a location choice model that incorporates urban spatial effects for enterprises. A modeling framework is developed to analyze decisions regarding location choice for enterprises using a series of discrete choice models including ...
Nguyen Cao Y
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Combination model of urban tourism transportation based on nested logit model
Systems Science & Control Engineering, 2022 The traditional combination model based on multinomial logit is incapable of reflecting the nested structure of urban tourism destinations. Therefore, this paper established a variational inequality model of the combination of tourism demand distribution
Gao Jian-jie +3 more
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Multinomial Logit Model Of Housing Demand In Poland
Real Estate Management and Valuation, 2015 When compared to mature housing markets, little has been done to understand the nature of demand on emerging housing markets in Central and Eastern Europe and to develop testable models for post-socialist economies.
Głuszak Michał
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The constrained multinomial logit: A semi-compensatory choice model [PDF]
Transportation Research Part B: Methodological, 2009 The traditional formulation of logit models applied to transport demand assumes a compensatory (indirect) utility function in which the consumers' strategy assumes a trade-off between attributes. Several authors have criticized this approach because it fails to recognize attribute thresholds in consumer behavior, or a more generic domain where such a ...
Martínez Concha, Francisco +2 more
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Entropy, 2010 Maximum entropy models are often used to describe supply and demand behavior in urban transportation and land use systems. However, they have been criticized for not representing behavioral rules of system agents and because their parameters seems to ...
Louis de Grange, Pedro Donoso
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Assortment optimization under the Sequential Multinomial Logit Model [PDF]
European Journal of Operational Research, 2019 We study the assortment optimization problem under the Sequential Multinomial Logit (SML), a discrete choice model that generalizes the multinomial logit (MNL). Under the SML model, products are partitioned into two levels, to capture differences in attractiveness, brand awareness and, or visibility of the products in the market.
Álvaro Flores +2 more
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Using Clustering Methods in Multinomial Logit Model for Departure Time Choice
Journal of Advanced Transportation, 2020 Travellers have to make some decisions for each trip, and one of them is the choice of departure time. Discrete choice models have been employed as an approach to departure time modelling by many researchers.
Shahriar Afandizadeh Zargari +1 more
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