Before revision:  We show that the proposed estimator is uniformly consistent with the optimal convergence rate and has asymptotic normality .
After revision:  We show that the proposed estimator is shown to be uniformly consistent and asymptotically normal. As an empirical illustration, we investigate the impacts of risky behaviors on adolescents' academic performance .