Consider the estimation of an unknown parameter 0 under


Consider the estimation of an unknown parameter θ ≥ 0 under the squared error loss. Show that if T and U are two estimators such that T ≤ U and RT (P) <>U (P), then RT+ (P) <>U+ (P), where RT (P) is the risk of an estimator T and T+ denotes the positive part of T.

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Basic Statistics: Consider the estimation of an unknown parameter 0 under
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