Mixed MNL models for discrete response

D McFadden, K Train - Journal of applied Econometrics, 2000 - Wiley Online Library
This paper considers mixed, or random coefficients, multinomial logit (MMNL) models for
discrete response, and establishes the following results. Under mild regularity conditions …

Specification tests for the multinomial logit model

J Hausman, D McFadden - Econometrica: Journal of the econometric …, 1984 - JSTOR
Discrete choice models are now used in a variety of situations in applied econometrics. By
far the model specification which is used most often is the multinomial logit model. Yet it is …

[PDF][PDF] Closed-form discrete-choice models

FS Koppelman, V Sethi - Handbook of transport modelling, 2000 - civil.northwestern.edu
Random utility maximization discrete choice models are widely used in transportation and
other fields to represent the choice of one among a set of mutually exclusive alternatives …

The random coefficients logit model is identified

JT Fox, K il Kim, SP Ryan, P Bajari - Journal of Econometrics, 2012 - Elsevier
The random coefficients multinomial choice logit model, also known as the mixed logit, has
been widely used in empirical choice analysis for the last thirty years. We prove that the …

FLEXIBLE MODEL STRUCTURES FOR DISCRETE CHOICE ANALYSIS. IN: HANDBOOK OF TRANSPORT MODELLING

CR Bhat - 2000 - trid.trb.org
Econometric discrete choice analysis is an essential component of studying individual
choice behavior and is used in many diverse fields to model consumer demand for …

A latent class model for discrete choice analysis: contrasts with mixed logit

WH Greene, DA Hensher - Transportation Research Part B …, 2003 - Elsevier
The multinomial logit model (MNL) has for many years provided the fundamental platform for
the analysis of discrete choice. The basic model's several shortcomings, most notably its …

The mixed logit model: the state of practice

DA Hensher, WH Greene - Transportation, 2003 - Springer
The mixed logit model is considered to be the most promising state of the art discrete choice
model currently available. Increasingly researchers and practitioners are estimating mixed …

Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model

CR Bhat - Transportation Research Part B: Methodological, 2001 - Elsevier
This paper proposes the use of a quasi-random sequence for the estimation of the mixed
multinomial logit model. The mixed multinomial structure is a flexible discrete choice …

Multinomial logit specification tests

KA Small, C Hsiao - International economic review, 1985 - JSTOR
Although the multinomial logit (MNL) model has achieved an established place in discrete
choice analysis, its limitations in accounting for differential substi-tutability among …

Specification and estimation of the nested logit model: alternative normalisations

DA Hensher, WH Greene - Transportation Research Part B …, 2002 - Elsevier
The nested logit model is currently the preferred extension to the simple multinomial logit
(MNL) discrete choice model. The appeal of the nested logit model is its ability to …