Willingness-to-pay estimation with mixed logit models: some new evidence

M Sillano, J de Dios Ortúzar - Environment and Planning A, 2005 - journals.sagepub.com
Mixed-logit models are currently the state of the art in discrete-choice modelling, and their
estimation in various forms (in particular, mixing revealed-preference and stated-preference …

Random coefficient models for stated preference surveys

DF Layton - Journal of Environmental Economics and Management, 2000 - Elsevier
This paper combines the use of random coefficient discrete choice models that allow for
correlated errors in the form of unobserved preference heterogeneity with an investigation of …

[PDF][PDF] Estimation of logit choice models using mixed stated preference and revealed preference information

MA Bradley, AJ Daly - Understanding travel behaviour in an era of …, 1997 - academia.edu
The need for cost effective research techniques in transport has led to increasing use of
Stated Preference data, as well as the development of mixed models, based on multiple …

Using Classical Simulation-Based Estimators to Estimate Individual WTP Values: A Mixed Logit Case Study of Commuters

WH Greene, DA Hensher, JM Rose - Applications of simulation methods in …, 2005 - Springer
A number of papers have recently contrasted classical inference estimation methods for logit
models with Bayesian methods. It has been argued that two particularly appealing features …

Model selection for the mixed logit with Bayesian estimation

K Balcombe, A Chalak, I Fraser - Journal of Environmental Economics and …, 2009 - Elsevier
In this paper, the mixed logit (ML) using Bayesian methods was employed to examine
willingness-to-pay (WTP) to consume bread produced with reduced levels of pesticides so …

A new baseline model for estimating willingness to pay from discrete choice models

RT Carson, M Czajkowski - Journal of Environmental Economics and …, 2019 - Elsevier
We show a substantive problem exists with the widely-used ratio of coefficients approach to
calculating willingness to pay (WTP) from discrete choice models. The correctly calculated …

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 …

[图书][B] The mixed logit model: The state of practice and warnings for the unwary

DA Hensher, WH Greene - 2002 - pages.stern.nyu.edu
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 …

Advanced choice models

J Swait - Valuing environmental amenities using stated choice …, 2007 - Springer
In Alberini et al.(this volume), an overview of the workhorse model (the Multinomial Logit, or
MNL) for discrete choice analysis was presented from its conception to its practical use in …

Hybrid choice models: principles and recent progress incorporating social influence and nonlinear utility functions

J Kim, S Rasouli, H Timmermans - Procedia Environmental Sciences, 2014 - Elsevier
Hybrid choice models have been developed as an extension of discrete choice models,
particularly multinomial logit models, in an attempt to include attitudinal variables. The …