Multivariate data, the arithmetic mean and exchangeability of transformations

We consider the problem of estimating a function of the mean vector in multivariate analysis. It is shown that two naive estimators turn out to be biased. Using a generalized jackknife procedure we construct an unbiased estimator of this function as a reasonable alternative. Variances of the three estimators are calculated for the general and the normal case.