Choosing between multinomial logit and multinomial probit models for analysis of unordered choice data

J Kropko - 2007 - search.proquest.com
… In order to run a multinomial probit model, we must specify the cases, … multinomial probit
model provides estimates of the same coefficients that the hybrid multinomial logit model

[图书][B] Logit and probit: Ordered and multinomial models

VK Borooah - 2002 - books.google.com
… the landscape of ordered and multinomial logit models, and (b… an interest in the choice
between mutually exclusive options. … between the ordered logit and the ordered probit models lies …

Comparing three commonly used crash severity models on sample size requirements: Multinomial logit, ordered probit and mixed logit models

F Ye, D Lord - Analytic methods in accident research, 2014 - Elsevier
… , the multinomial logit models and ordered probit models have … types of models used for
traffic crash severity analysis (see … of selecting a model among the three ones is the ordered

Multinomial probit and multinomial logit: a comparison of choice models for voting research

JK Dow, JW Endersby - Electoral studies, 2004 - Elsevier
… Less restrictive are ordered models including ordered logit, ordered probit and least squares.
These represent voter choice among multiple … Reconsidering the multinomial probit model

An exact likelihood analysis of the multinomial probit model

R McCulloch, PE Rossi - Journal of Econometrics, 1994 - Elsevier
choice models. We also develop methods for analyzing random coefficient and multiperiod
probit models… We also develop procedures to analyze the multiperiod probit model as well as …

The maximum approximate composite marginal likelihood (MACML) estimation of multinomial probit-based unordered response choice models

CR Bhat - Transportation Research Part B: Methodological, 2011 - Elsevier
… ” multinomial logit model, used extensively in practice for econometric discrete choice analysis
A multinomial probit model may arise from several underlying structural motivations. In this …

Multinomial logistic regression

C Kwak, A Clayton-Matthews - Nursing research, 2002 - journals.lww.com
unordered categories can be estimated with the multinomial … The multinomial probit model
assumes that the disturbance terms … It is important to note that the choice of reference category …

A Bayesian mixed logitprobit model for multinomial choice

M Burda, M Harding, J Hausman - Journal of econometrics, 2008 - Elsevier
choice models are widely used in economics and the social sciences to analyze choices
made by individuals among … a new flexible mixed model for multinomial discrete choice, where …

The multinomial, multiattribute logit choice model

DH Gensch, WW Recker - Journal of Marketing Research, 1979 - journals.sagepub.com
… The authors argue that for the cross-sectional multiattribute approach to choice modeling,
the multinomial logit is theoretically and empirically superior to the more commonly used …

A multinomial probit analysis of shanghai commute mode choice

K Wang, CR Bhat, X Ye - Transportation, 2023 - Springer
multinomial probit (MNP) model for the analysis of commute mode choice behavior, and
compare this MNP modelchoice models, including the multinomial logit (MNL), the cross-nested …