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Questions

BU.232.630.W1.SP25 Quiz 1 solutions

Single choice

Consider a population with mean μ and variance σ2<∞. You are comparing two estimators ˆ μ 1 and ˆ μ 2 for the mean of the population μ, with the following expected values and variances E( ˆ μ 1)=μ;V( ˆ μ 1)=9; E( ˆ μ 1)=μ+1;V( ˆ μ 2)=1. We also know that the covariance between the two estimators is COV( ˆ μ 1, ˆ μ 2)=−2. Now consider a new estimator that combines the two previous ones ˆ μ 3= 1 3 ˆ μ 1+ 2 3 ˆ μ 2. Then the variance V( ˆ μ 3) of ˆ μ 3 is

Options
A.σ2 -2
B.1.4444
C.σ2 + 1.4444
D.3.6667
E.2.7778
F.0.5556
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