Two Adaptive Rates of Convergence in Pointwise Density Estimation.
We consider density pointwise estimation in the i.i.d. case and look for bewst attainable asumptotic rates of convergence. The problem is adaptive, which means that the regularity parameter, b, describing the class of densities, varies in a set B.