A bootstrap-based minimum bias maximum simulated likelihood estimator of Mixed Logit

We propose a new estimator for the choice probabilities of a Mixed Logit model based on Bootstrapping. We show that using Bootstrapping the resulting maximum simulated likelihood estimator exhibits minimum bias. (C) 2007 Elsevier B.V. All rights reserved.