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Suppose that Θ and W are independent, both with variance 1 , and that X=Θ+W . Furthermore, E[Θ]=1 and E[W]=2 . The LLMS estimator Θˆ=aX+b has

a=
b=

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a=.5
b=-.5
=.5X-.5

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