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单词 Minimax Estimator
释义

Minimax Estimator

英语百科

Minimax estimator

MSE of maximum likelihood estimator versus James–Stein estimator

In statistical decision theory, where we are faced with the problem of estimating a deterministic parameter (vector) \theta \in \Theta from observations x \in \mathcal{X}, an estimator (estimation rule) \delta^M \,\! is called minimax if its maximal risk is minimal among all estimators of \theta \,\!. In a sense this means that \delta^M \,\! is an estimator which performs best in the worst possible case allowed in the problem.

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更新时间:2025/6/22 5:42:40