Confidence intervals in adaptive estimation

In the modern nonparametric statisties an adaptic methods of estimation became in the last time field of investigation. An estimates independent of a priori information about the function from $\mathscr L_2$ under estimation (adaptive estimates) are suggested. These estimates are used in the dufferent problems concerning the estimation of the regression, the density and the spectral function.