Non-linear mixed logit.

Abstract

We develop an extension of the familiar linear mixed logit model to allowfor the direct estimation of parametric non-linear functions defined over structuralparameters. Classic applications include the estimation of coefficients of utilityfunctions to characterize risk attitudes and discounting functions to characterizeimpatience. There are several unexpected benefits of this extension, apart from theability to directly estimate structural parameters of theoretical interest.