Before revision:   We illustrate the implementation and applicability of  our methods with numerical simulations and an empirical application to demand analysis.
After revision:  These results establish the validity of the bootstrap for three-stage estimators of structural functions, and lead to simple inference algorithms. We illustrate the implementation and applicability of our methods with numerical simulations and an empirical application to demand analysis.