Before revision:  The statistics are simple to compute and asymptotically normal under the weak requirement that the target parameter can be consistently estimated at the parametric rate.
After revision:  We prove that the statistics are asymptotically normal under the weak requirement that the target parameter can be consistently estimated at the parametric rate.