Measurement Errors, Linear Regression, Variance, Correlation.
distributed around a zero mean, i.e. δ ~N(0, σ²_δ). To estimate the effect of this measurement on the model’s operating characteristics, we’ll follow the same investigatory approach as with y. Let’s substitute Eq (5) into the regression model given by Eq (4) and rearrange the terms a bit as