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Q38Section B (Section B)38 of 60

Variances that an unbiased estimator cannot attain

Let X1,X2,X3X_1,X_2,X_3 be a random sample from a distribution with the probability density function

f(x∣θ)={1θe−x/θ,x>0, 0,otherwise,θ>0.f(x|\theta)=\begin{cases}\frac1\theta e^{-x/\theta}, & x>0,\ 0, & \text{otherwise,}\end{cases}\quad\theta>0.

If δ(X1,X2,X3)\delta(X_1,X_2,X_3) is an unbiased estimator of θ\theta, which of the following CANNOT be attained as a value of the variance of δ\delta at θ=1\theta=1?

Multiple select: one or more options are correct. Select all of them, then submit — marks need the exact set.

Options

Select every correct option, then submit.