On Asymptotic Optimality of Recursive Estimates

The article considers the problem of nonparametric estimation of a functional of an unknown distribution on the basis of independent observations if this functional is the solution of some system of equations. Under broad conditions, recursive estimates of stochastic-approximation type are set up that are locally asymptotically minimax in the class of loss functions that increase not more rapidly than a power law.