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Q18Section A (Section A)18 of 60

UMVUE and CRLB for normal parameter

Let X1,X2,X3,X4X_1, X_2, X_3, X_4 be a random sample of size 44 from an N(θ,1)N(\theta, 1) distribution, where θ∈R\theta\in\mathbb{R} is an unknown parameter. Let Xˉ=14∑i=14Xi\bar{X}=\frac{1}{4}\sum_{i=1}^4 X_i, g(θ)=θ2+2θg(\theta)=\theta^2+2\theta and L(θ)L(\theta) be the Cramer-Rao lower bound on variance of unbiased estimators of g(θ)g(\theta). Then, which one of the following statements is FALSE?

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