Fitting nonparametric mixed logit models via expectation-maximization algorithm
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In this article, I provide an illustrative, step-by-step implementation of the expectation–maximization algorithm for the nonparametric estimation of mixed logit models. In particular, the proposed routine allows users to fit straight-forwardly latent-class logit models with an increasing number of mass points so as to approximate the unobserved structure of the mixing distribution.