In: Statistics and Probability
let X1, X2, X3 be random variables that are defined as
X1 = θ + ε1
X2 = 2θ + ε2
X3 = 3θ + ε3
ε1, ε2, ε3 are independent and the mean and variance are the following random variable
E(ε1) = E(ε2) = E(ε3) = 0
Var(ε1) = 4
Var(ε2) = 6
Var(ε3) = 8
What is the Best Linear Unbiased Estimator(BLUE) when estimating parameter θ from the three samples X1, X2, X3