Severity Analysis of Multi-Truck Crashes on Mountain Freeways Using a Mixed Logit Model [PDF]
Sustainability, 2023 Many studies have analyzed the road characteristics that affect the severity of truck crashes. However, most of these studies have only examined road alignment or grade separately, without considering their combined effects.
Zheng Chen +3 more
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logitr: Fast Estimation of Multinomial and Mixed Logit Models with Preference Space and Willingness-to-Pay Space Utility Parameterizations [PDF]
Journal of Statistical Software, 2023 This paper introduces the logitr R package for fast maximum likelihood estimation of multinomial logit and mixed logit models with unobserved heterogeneity across individuals, which is modeled by allowing parameters to vary randomly over individuals ...
John Paul Helveston
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A Federated Mixed Logit Model for Personal Mobility Service in Autonomous Transportation Systems
Systems, 2022 Looking ahead to the future-stage autonomous transportation system (ATS), personal mobility service (PMS) aims to provide the recommended travel options based on both microscopic individual travel demand and the macroscopic supply system objectives. Such
Linlin You +3 more
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Identifying Risk Factors for Autos and Trucks on Highway-Railroad Grade Crossings Based on Mixed Logit Model. [PDF]
Int J Environ Res Public Health, 2022 Wu L, Shen Q, Li G.
europepmc +3 more sources
Biases in the Maximum Simulated Likelihood Estimation of the Mixed Logit Model [PDF]
EconometricsIn a recent study, it was demonstrated that the maximum simulated likelihood (MSL) estimator produces significant biases when applied to the bivariate normal and bivariate Poisson-lognormal models.
Maksat Jumamyradov +3 more
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Integrating a Pareto-Distributed Scale into the Mixed Logit Model: A Mathematical Concept [PDF]
Mathematics, 2023 A generalized multinomial logit (G-MNL) model is proposed to alleviate the four challenges inherent to the conditional logit model, including (1) simultaneous unidentifiability, (2) the immediacy of decision-making, (3) the homogeneity of preferences in ...
Taro Ohdoko, Satoru Komatsu
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Mixed logit model based diagnostic analysis of bicycle-vehicle crashes at daytime and nighttime
International Journal of Transportation Science and Technology, 2022 Cycling provides an important alternative to environmental-friendly transportation modes in urban areas. However, cyclists are vulnerable road users and often suffer severe injuries once crashes occur, which has impeded the growth of bicycle uses ...
Shaojie Liu, Yang Li, Wei (David) Fan
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The Garbage Class Mixed Logit Model: Accounting for Low-Quality Response Patterns in Discrete Choice Experiments [PDF]
Value in Health, 2022 Marcel F. Jonker
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Getting the right balance? A mixed logit analysis of the relationship between UK training doctors' characteristics and their specialties using the 2013 National Training Survey. [PDF]
BMJ Open, 2017 Rodriguez Santana I, Chalkley M.
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Econometric analysis of consumers' preference heterogeneity for yoghurt and ice cream products in Tanzania: A latent class model and mixed logit model. [PDF]
HeliyonKadigi ML, Philip D, Mlay GI, Mdoe NS.
europepmc +2 more sources