Results 11 to 20 of about 9,170 (259)

Multinomial Logit Models with Continuous and Discrete Individual Heterogeneity in R: The gmnl Package

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
doaj   +1 more source

Estimating the Potential Modal Split of Any Future Mode Using Revealed Preference Data

Journal of Advanced Transportation, 2022
Mode choice behaviour is often modelled by discrete choice models, in which the utility of each mode is characterized by mode-specific parameters reflecting how strongly the utility of that mode depends on attributes such as travel speed and cost, and a ...
Gijsbert Koen de Clercq, Arjan van Binsbergen, Bart van Arem, Maaike Snelder   +3 more
doaj   +1 more source

Multinomial logit random effects models [PDF]

Statistical Modelling, 2001
This article presents a general approach for logit random effects modelling of clustered ordinal and nominal responses. We review multinomial logit random effects models in a unified form as multivariate generalized linear mixed models. Maximum likelihood estimation utilizes adaptive Gauss-Hermite quadrature within a quasi-Newton maximization ...
Hartzel, Jonathan, Agresti, Alan, Caffo, Brian   +2 more
openaire   +2 more sources

Bayesian Inference in the Multinomial Logit Model

Austrian Journal of Statistics, 2016
The multinomial logit model (MNL) possesses a latent variable representation in terms of random variables following a multivariate logistic distribution.
Sylvia Frühwirth-Schnatter, Rudolf Frühwirth   +1 more
doaj   +1 more source

Comparative Study of Logit and Weibit Model in Travel Mode Choice

IEEE Access, 2020
To quantify travel demand, it is necessary to understand the travelers' mode choice behavior. The Logit model is widely used in travel mode choice because of its closed form.
Dawei Li, Wentong Wu, Yuchen Song
doaj   +1 more source

Testing the Multinomial Logit Model [PDF]

, 2000
A general test to check the adequateness of a regression model against nonparametric alternatives is presented. This test procedure is then applied to the well known multinomial logit model and its power is considered in a simulation study. Finally, the multinomial logit model is tested for a real scanner panel data set.
Bartels, K., Boztuǧ, Yasemin, Müller, M., Decker, R., Gaul, W.   +4 more
openaire   +6 more sources

Application of Discrete Choice Models for Exploring Traveller’s Behaviour at Egyptian Transport Network [PDF]

Port Said Engineering Research Journal, 2018
Mode choice models generally form a critical part of the analysis of the travel demand of any study area in any country and have played an important role in transport modelling over the last decades.
Ahmed Semeida
doaj   +1 more source

Multinomial Logit Models for the Austrian Labor Market

Austrian Journal of Statistics, 2016
In this paper we analyze the selection of industry branches by employees in the Austrian labor market. For this purpose we use the standard logit model and the heteroscedastic extreme value model.
Ivan Pryanishnikov, Katarina Zigova
doaj   +1 more source

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, Sri Ambarwati, Herlan Herlan   +2 more
doaj   +1 more source

Modeling enterprise location choice decision behavior

Journal of Transport and Land Use, 2021
This study presents a location choice model that incorporates urban spatial effects for enterprises. A modeling framework is developed to analyze decisions regarding location choice for enterprises using a series of discrete choice models including ...
Nguyen Cao Y
doaj   +1 more source