Results 41 to 50 of about 64,895 (200)
Semiparametric Multinomial Logit Models for Analysing Consumer Choice Behaviour [PDF]
, 2006 The multinomial logit model (MNL) is one of the most frequently used statistical models in marketing applications. It allows to relate an unordered categorical response variable, for example representing the choice of a brand, to a vector of covariates ...
Baumgartner, Bernhard +2 more
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A multinomial logit model of pedestrian-vehicle crash severity in North Carolina
International Journal of Transportation Science and Technology, 2019 This article develops a multinomial logit (MNL) model to investigate and identify significant contributing factors that determine the pedestrian-vehicle crash severity in North Carolina, United States.
Zhen Chen, Wei (David) Fan
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Estimating Multinomial Logit Model with Multicollinear Data
Asian Journal of Mathematics & Statistics, 2010 The multinomial model is used to study the dependence relationship between a categorical response variable with more than two categories and a set of explicative variables. In presence of multicollinearity, the estimation of the multinomial model parameters becomes inaccurate.
CAMMINATIELLO, Ida, Lucadamo A.
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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.
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When Politics and Models Collide: Estimating Models of Multi-Party Elections [PDF]
, 1996 Theory: The spatial model of elections can better be represented by using conditional logit than by multinomial logit. The spatial model, and random utility models in general, suffer from a failure to adequately consider the substitutability of ...
Alvarez, R. Michael, Nagler, Jonathan
core
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
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Advances in Mechanical Engineering, 2017 Among the ways to construct experimental designs having been proposed, orthogonal design, uniform design, and D-efficient design are state-of-the-art methods. This article provides detailed comparisons on the efficiency and robustness among these methods
Hai Zhu +4 more
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Journal of Advanced Transportation, 2022 This paper developed a mixed multinomial probit (MMNP) model with alternative error specification and random coefficients (for both generic variables and personal attributes) to accommodate flexible covariance structure and taste variation.
Ke Wang, Xin Ye, Hongcheng Gan
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Economics of agritourism development: An Iranian experience
Economic Journal of Emerging Markets, 2020 Agritourism is known as a means of identification and realization of various on-farm and off-farm attractions existing in rural areas. This study aims at exploring the main determinants of agritourism development in Iran.
Mohammad Hossein Askarpour +2 more
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International Journal of Transportation Science and Technology, 2019 Large scale automated data collection on the movement and activities of pedestrians is a challenging problem. In a previous work we developed a network of cheap sensors that can perform larger scale data collection of pedestrian movements using WiFi ...
Alexandra Beaulieu, Bilal Farooq
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