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.
Wang K, Ye X, Pendyala RM, Zou Y.
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Determinants of Household Energy Choice for Cooking in Northern Sudan: A Multinomial Logit Estimation. [PDF]
Int J Environ Res Public Health, 2021 Traditional biomass utilization is connected with negative environmental and human health impacts. However, its transition to cleaner cooking fuels is still low where the household’s fuels preferences play an important role in the process. To examine the
Mperejekumana P +9 more
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Comparing methods for risk prediction of multicategory outcomes: dichotomized logistic regression vs. multinomial logit regression. [PDF]
BMC Med Res MethodolBackground Medical outcomes of interest to clinicians may have multiple categories. Researchers face several options for risk prediction of such outcomes, including dichotomized logistic regression and multinomial logit regression modeling.
Li L, Rysavy MA, Bobashev G, Das A.
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Journal of Statistical Software, 2017 This paper introduces the package gmnl in R for estimation of multinomial logit models with unobserved heterogeneity across individuals for cross-sectional and panel (longitudinal) data.
Mauricio Sarrias, Ricardo A. Daziano
semanticscholar +3 more sources
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, Fan Wei
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Severity Analysis for Occupational Heat-related Injury Using the Multinomial Logit Model. [PDF]
Saf Health WorkBackground: Workers are often exposed to hazardous heat due to their work environment, leading to various injuries. As a result of climate change, heat-related injuries (HRIs) are becoming more problematic.
Lyu P, Song S.
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Operations Research, 2018 We consider the constrained assortment optimization problem under the mixed multinomial logit model.
Philip Kaminsky +2 more
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Estimating Probability of Banking Crisis using 2nd Generation Early Warning Systems: An Intercountry Study [PDF]
فصلنامه پژوهشهای اقتصادی ایران, 2021 The main purpose of this study is to estimate the probability of banking crisis using the second generation of early warning systems (logit models), for 13 selected high-middle income countries over the period of 1980-2016.
Seyed Saleh Akbar Mousavi +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, 2022 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 ...
J. Helveston
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Cogent Business & Management, 2022 Academic performance is important for students as a result of educational experience in colleges to represent knowledge, skills, and attitudes. Academic performance becomes one of the key factors in determining students’ success in their future careers ...
Agoestina Mappadang +3 more
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