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Let (X1, Y1), ...,(Xn, Yn) be i.i.d. random 2-vectors distributed as bivariate normal with EXi = EYi = βzi, Var(Xi) = Var(Yi) = σ2, and Cov(Xi, Yi) = ρσ2, i = 1, ..., n, where β ∈ R, σ > 0, and ρ ∈ (-1, 1) are unknown parameters, and zi's are known constants.

(a) Obtain a UMVUE of β and calculate its variance.

(b) Obtain a UMVUE of σ2 and calculate its variance.

Statistics and Probability, Statistics

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