  Asymptotic efficiency is proved for the constructed in part 1 procedure, i.e.
Pinsker's constant is found in the asymptotic lower bound for the minimax
quadratic risk. It is shown that the asymptotic minimax quadratic risk of the
constructed procedure coincides with this constant.
