Adaptive asymptotically efficient estimation in heteroscedastic nonparametric regression via model selection

Leonid Galtchouk, Serguey Pergamenshchikov

The paper deals with asymptotic properties of the adaptive procedure proposed in the author paper, 2007, for estimating a unknown nonparametric regression. We prove that this proce…