Let Y 1 , Y 2 , . . . , Y n be a random sample

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Let Y1, Y2, . . . , Yn be a random sample of size n from the pdf

fY(y; θ) = 1 (r −1)!θr yr−1e−y/θ, y > 0

(a) Show that ˆθ = 1/r Y̅ is an unbiased estimator for θ.

(b) Show that ˆθ = 1/r Y̅ is a minimum-variance estimator for θ.

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