Quasilinear Estimates of Signals in $L_2$

Nonlinear estimates are constructed in the problem of nonparametric estimation of a signal observed in the presence of white noise. With a mean square accuracy criterion, these estimates are asymptotically minimax on any parametric set from a sufficiently broad class of ellipsoids in $L_2$.