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New inequalities are proved for the variance of the Pitman estimators (minimum variance equivariant estimators) of θ constructed from samples of fixed size from populations F(x − θ). The inequalities are closely related to the classical Stam inequality for the Fisher information, its analog in small samples, and a powerful variance drop inequality. The only condition required is finite variance of...
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