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Q114Section C (Part C)114 of 120

Bayes estimators for a normal mean

Let X1,X2,…,XnX_1,X_2,\dots,X_n be a random sample from N(θ,1)N(\theta,1), θ∈R\theta\in\mathbb R. If θ^\hat\theta is the Bayes estimator of θ\theta with respect to some prior π(θ)\pi(\theta) and loss function L(θ,d)L(\theta,d). Then, which of the following statements are true?

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