A uniformly minimum variance unbiased estimator (UMVUE) is a statistical estimator that is unbiased and has the lowest variance among all possible unbiased estimators for a parameter across all values of the parameter space. This means that not only does it provide accurate estimates on average, but it also does so with the least amount of uncertainty or variability, making it highly desirable in statistical inference.
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