Maximum Score Estimation of a Nonstationary Binary Choice Model

Abstract

This paper studies the estimation of a simple binary choice model in which explanatory variables include nonstationary variables and the distribution of the model is not known. We find a set of conditions under which the coefficients of the nonstationary variables are identified. We show that the maximum score estimator of the nonstationary coefficients is consistent.