Nonparametric estimation of surface integrals on level sets

Surface integrals on density level sets often appear in asymptotic results of nonparametric set estimation, such as for confidence regions and bandwidth selection. Also surface can be used to describe the shape sets. Assuming integrands are known, we consider three estimators sets, one a direct plug-in estimator, other two based different neighborhoods For all estimators, derive rates convergence distributions.