Derive Equations 6.12 by multiplying Equation 6.11 through by each of X1and X2. (Hints: Both X1and X2are uncorrelated with the regression error ε. Likewise, X2is uncorrelated with the measurement error δ. Show that the covariance of X1and δ is simply the measurement error variance σ2 δ by multiplying X1= τ þ δ through by δ and taking expectations.)
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