The aim of this paper is to describe a Stata routine for the nonparametric estimation of mixed logit models with an Expectation-Maximisation algorithm proposed in Train (2008). We also show how to use the Stata command lclogit, which performs the estimation automaticall

The aim of this paper is to describe a Stata routine for the nonparametric estimation of mixed logit models using a Expectation-Maximisation algorithm. We also compare the performance of our estimator with respect to more typical parametric mixed logit models estimated by means of Simulated...

The aim of this paper is to analyse the role of unobserved preference heterogeneity in structural discrete choice models of labour supply. Within this framework, unobserved heterogeneity has been estimated either parametrically or semiparametrically through random coefficient models....