Motivated by the promising performance of alternative estimation methods for mixed logit models, in this paper we … semiparametric logit mixed logit (LML) and mixture-of-normals multinomial logit (MON-MNL) models. In particular, we show that the … reported computational efficiency of the MM algorithm is actually lost for large choice sets. Because the logit link that …