Before revision:  We propose a novel sieve rank estimator for the regression function . We establish a rate of convergence of the estimator which depends on the strength of identification .
After revision:  We propose a novel sieve rank estimator for the regression function and establish its rate of convergence of the estimator which depends on the strength of identification .