Models such as the mixed logit are often used to measure the distribution of the marginal value of a good based on discrete choice panel data. There are however serious specification and identification issues that are rarely addressed. The consequences for results may be dramatic. This paper...

This paper uses a multinomial probit model to analyze individuals' choice of banks based on the types of banking services they use, their own characteristics, and their own perceptions about important factors in banking. Previous studies on this topic, which are limited in number, concentrate on...

In recent years, major advances have taken place in three areas of random utility modeling: (1) semiparametric estimation, (2) computational methods for multinomial probit models, and (3) computational methods for Bayesian stimation. This paper summarizes these developments and discusses their...

This paper reports the findings of a systematic study using Monte Carlo experiments and a real dataset aimed at comparing the performance of various ways of specifying random taste heterogeneity in a discrete choice model. Specifically, the analysis compares the performance of two recent...

The intention of the present article is to shed light on the heterogeneity of value of time among shippers. In order to deal with this issue, we first look at the reasons for which different shippers may value a time saving differently. This analysis makes use of a distinction between generic...

We propose a method to generate flexible mixture distributions that are useful for estimating models such as the mixed logit model using simulation. The method is easy to implement, yet it can approximate essentially any mixture distribution. We test it with good results in a simulation study...

The choice of a specific distribution for random parameters of discrete choice models is a critical issue in transportation analysis. Indeed, various pieces of research have demonstrated that an inappropriate choice of the distribution may lead to serious bias in model forecast and in the...

The aim of this paper is to analyse the role of unobserved heterogeneity in structural discrete choice models of labour supply for the evaluation of tax-reforms. Within this framework, unobserved heterogeneity has been estimated either parametrically or nonparametrically through random co-...

With the enlargements of the European Union in the East in 2004 and 2007, the regional economic disparities increased profoundly and an effort of solidarity between states was necessary. This paper proposes to identify between the explanatory factors at the origin of the uneven distribution of...

With the enlargements of the European Union in the East in 2004 and 2007, the regional economic disparities increased profoundly and an effort of solidarity between states was necessary. This paper proposes to identify between the explanatory factors at the origin of the uneven distribution of...