Simultaneous sharp estimation of functions and their derivatives

A data-driven estimate is given that, over a Sobolev space, is simultaneous ly asymptotically sharp minimax for estimating both the function and its de rivatives under integrated squared error loss. It is also shown that linear estimates cannot be simultaneously asymptotically sharp minimax over a giv en Sobolev space.