Endogenous binary choice model with median restrictions

We propose an estimator for β in the binary choice model y=1[x′β+ε≥0] under the assumption that the median of the distribution of the unobserved random variable ε conditional on a vector of instruments z is zero. We provide sufficient conditions for point identification of the parameter β. We also provide a consistent estimator of β.