Introduction to nonparametric estimation - Alexandre B. Tsybakov
KORTE INHOUD
Presents basic nonparametric regression and density estimators and analyzes their properties. This book covers minimax lower bounds, and develops advanced topics such as: Pinsker's theorem, oracle inequalities, Stein shrinkage, and sharp minimax adaptivity.
