Results 21 to 30 of about 8,421 (259)
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
openaire +2 more sources
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.
Bashir, Shaheena, Carter, Edward M.
openaire +2 more sources
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
doaj +1 more source
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
openaire +4 more sources
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
doaj +1 more source
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
doaj +1 more source
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
doaj +1 more source
Cogent Economics & Finance, 2021 This study examines the impacts of multiple agricultural technology adoption on poverty in rural Amhara region, Ethiopia. The study is based on Ethiopian socio economic survey of 2015/16. A total of 656 farm households were included.
Mesele Belay Zegeye
doaj +1 more source
Romanian farmers’ market. A multinomial logit model approach [PDF]
Zbornik radova Ekonomskog fakulteta u Rijeci : časopis za ekonomsku teoriju i praksu, 2007 This paper analyzes the nature of the farmers’ market in Romania and its position regarding the main rivals: the specialized stores and the supermarkets.
Vincenţiu Vereş, Cristian Dragoş
doaj
Multinomial Logit Model of Pedestrian Crossing Behaviors at Signalized Intersections
Discrete Dynamics in Nature and Society, 2013 Pedestrian crashes, making up a large proportion of road casualties, are more likely to occur at signalized intersections in China. This paper aims to study the different pedestrian behaviors of regular users, late starters, sneakers, and partial ...
Zhu-Ping Zhou +3 more
doaj +1 more source