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Unbiased estimation for parameters of maximal distribution is a veryfundamental problem in the statistical theory of sublinear expectation. In thispaper, we proved that the maximum estimator is the largest unbiased estimatorfor the upper mean and the minimum estimator is the smallest unbiased estimatorthe the lower mean.

Optimal Unbiased Estimation for Maximal Distribution