Measurement Errors, Linear Regression, Variance, Correlation.
variance in the resulting model. This somehow does seem intuitive. Correlation between the regression variable and the measurement error Consider once again the following relationship between the theoretically exact value x*_3, its imperfectly observed value x_3, and the measurement error δ: x*_3