Question: In the first scenario, Theta ~N ( 0 , 1 ) and we observe X = Theta + W , where W~ N ( 0
In the first scenario, Theta ~N and we observe XTheta W where W~ N is independent of Theta.
In the second scenario, the prior information on Theta is extremely inaccurate: Theta~ N Sigma where Sigma is so large that it can be treated as infinite. But in this second scenario we obtain two observations of the form XiTheta Wi where the Wi are standard normals, independent of each other and of Theta, MSE is
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