Results 21 to 30 of about 9,170 (259)
The consumer’s choice among television displays: A multinomial logit approach
Lecturas de Economía, 2013 The consumer’s choice over a bundle of products depends on observable and unobservable characteristics of goods and consumers. This choice is made in order to maximize utility subject to a budget constraint.
Carlos Giovanni González Espitia +1 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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Multinomial logit models with implicit variable selection [PDF]
Advances in Data Analysis and Classification, 2013 Multinomial logit models which are most commonly used for the modeling of unordered multi-category responses are typically restricted to the use of few predictors. In the high-dimensional case maximum likelihood estimates frequently do not exist. In this paper we are developing a boosting technique called multinomBoost that performs variable selection ...
Zahid, Faisal Maqbool, Tutz, Gerhard
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Fast Estimation of Multinomial Logit Models: R Package mnlogit
Journal of Statistical Software, 2016 We present the R package mnlogit for estimating multinomial logistic regression models, particularly those involving a large number of categories and variables.
Asad Hasan +2 more
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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.
Alvaro Flores +2 more
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A warning on separation in multinomial logistic models
Research & Politics, 2018 Oppenheim et al. (2015) provides the first empirical analysis of insurgent defection during armed rebellion, estimating a series of multinomial logit models of continued rebel participation using a survey of ex-combatants in Colombia. Unfortunately, many
Scott J. Cook +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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On the development of a semi-nonparametric generalized multinomial logit model for travel-related choices. [PDF]
PLoS ONE, 2017 A semi-nonparametric generalized multinomial logit model, formulated using orthonormal Legendre polynomials to extend the standard Gumbel distribution, is presented in this paper.
Ke Wang +3 more
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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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Migration and job change: A multinomial logit approach [PDF]
Journal of Urban Economics, 1983 A multinomial logit model of residence and job change is developed and estimated using U.S. data from the Michigan Panel Study of Income Dynamics. It is found that both housing demand and job search characteristics are significant determinants of the decision to migrate and that both equilibrium and disequilibrium forces induce migration and job ...
Linneman, Peter D., Graves, Philip E.
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