Measurement Errors, Linear Regression, Variance, Correlation.
1a) can be estimated consistently using Ordinary Least Squares (OLS) and the OLS estimator will yield unbiased estimates of all regression coefficients. Let’s suppose that y* is the true (exact) value of the dependent variable but the value we have measured (i.e. observed) is y, and y contains an