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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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, 2006 A very brief survey of regression for categorical data. Categorical outcome (or discrete outcome or qualitative response) regression models are models for a discrete dependent variable recording in which of two or more categories an outcome of interest ...
Cameron, A. Colin
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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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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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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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Russian Journal of Agricultural and Socio-Economic Sciences, 2021 This study used multinomial logit regression to determine the factors that drive the choice of major adaptation measures by famers in Birnin-Kudu, Jigawa State. The study used multistage sampling procedure to select 120 food crop famers in the area. Data
Mailumo S.S., Onuwa G.C., Oyewole S.
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Journal of Advanced Transportation, 2021 This study conducts a comprehensive comparative analysis of regression-based multinomial models and artificial neural network models in intercity travel mode choices.
Xiaowei Li +4 more
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Journal of Agricultural and Resource Economics, 2017 We employed spectral analysis of completely ranked U.S. household survey data on freshwater recreation to understand visitorsÕ preferences for freshwater amenity characteristicsÑcloseness, water quality, wildlife, and sizeÑand used rank-ordered and ...
Ramesh Ghimire +4 more
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Multimodal Transportation, 2023 Considering the high ratio of group travellers to individual travellers among air-rail integrated service (ARIS) passengers, the airport arrival behaviors of both individual and group ARIS passengers are thoroughly analyzed and compared with the ...
Yonglei Jiang +3 more
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