Uniformly minimum variance unbiased estimation for symmetric normal distributions
We give uniformly minimum variance unbiased estimators of a mean, a variance, and a covariance for a symmetric normal distribution which is a multivariate normal distribution with equal means, equal variances, and equal covariances. The properties of the estimators are discussed.