Robust Estimation of Probit Models with Endogeneity
Robust Estimation of Probit Models with Endogeneity
Probit models with endogenous regressors are commonly used models in economics and other social sciences. Yet, the robustness properties of parametric estimators in these models have not been formally studied. In this paper, we derive the influence functions of the endogenous probit model’s classical estimators (the maximum likelihood and the …