Measurement Errors, Linear Regression, Variance, Correlation.
being measured imperfectly and the degree of imperfection happens to be correlated with the measured value? Remedies Fortunately, the situation is not hopeless for there are a few remedies: The easy and lazy thing to do is to just accept the endogeneity in the resulting model and the resulting bias