Before revision:  Moreover, by appealing to the machinery of strong approximations, we accommodate nonparametric settings where estimators of the parameter of interest may not admit asymptotic distributions.
After revision:  Moreover, by appealing to strong approximations, we accommodate nonparametric settings where estimators of the parameter of interest may not admit asymptotic distributions.