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A practical comparison of the bivariate probit and linear IV estimators

Abstract

This paper compares asymptotic and finite sample properties of linear IV and bivariate probit in models with an endogenous binary treatment and binary outcome. The results provide guidance on the choice of model specification and help to explain large differences in the estimates depending on the specification chosen.