Abstract:
The Hajek–Le Cam theorem of locally asymptotic minimax bound of the risk of statistical estimates is extended to the problem of lower bound of the exact asymptotics for the large-deviation probability of statistical estimates. The result obtained can be considered as the exact lower bound of efficiency for confidence estimation of a multivariate parameter, inasmuch as the estimated confidence level usually assumes small values.