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.
Ke Wang +3 more
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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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The Analysis of the Factors Determining the Choice of Park and Ride Facility Using a Multinomial Logit Model [PDF]
Energies, 2021 The basic function of the Park and Ride (P&R) facility is to allow users to leave their vehicle on the outskirts of the city and to continue their journey to the city center using means of public transport, e.g., bus, tram, trolleybus, subway, train, or ...
Elżbieta Macioszek, Agata Kurek
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PEMBELAJARAN MESIN UNTUK MENILAI KELAYAKAN KREDIT PROYEK RETROFIT: MULTINOMIAL LOGIT
Akuntansi dan Teknologi Informasi, 2022 Creditworthiness assessment was one of the first areas to apply machine learning techniques in economics. The creditworthiness of retrofit protection was vital for ESCO in determining the credit scoring.
Eka Sudarmaji +2 more
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Comparing methods for risk prediction of multicategory outcomes: dichotomized logistic regression vs. multinomial logit regression [PDF]
BMC Medical Research MethodologyBackground 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.
Lei Li +3 more
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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 Daziano
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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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Severity Analysis for Occupational Heat-related Injury Using the Multinomial Logit Model [PDF]
Safety and Health at 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.
Peiyi Lyu, Siyuan Song
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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
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Last-mile delivery: Optimal locker location under multinomial logit choice model [PDF]
Transportation Research Part E: Logistics and Transportation Review, 2020 Yun Hui Lin +3 more
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