Before revision:  Further, the IPS estimator is data-driven, does not rely on tuning parameters such as bandwidths, admits an asymptotic linear representation, and is \sqrt{n .
After revision:  Further, the IPS estimator is data-driven, do not rely on tuning parameters such as bandwidths, admits an asymptotic linear representation, and is \sqrt{n .