Before revision:  In addition to the algorithm, we demonstrate that the asymptotic Type I and II error can be controlled, and provide sufficient conditions for detection consistency---i .e., exact identification of the affected subpopulation.
After revision:  In addition to the algorithm, we demonstrate that the asymptotic Type I and II error can be controlled, and provide sufficient conditions for detection consistency--i .e., exact identification of the affected subpopulation.