Measurement Errors, Linear Regression, Variance, Correlation.
with the composite error term (ϵ + ν). Therefore, just as with the earlier model, the model in Eq (3) can be estimated consistently using Ordinary Least Squares (OLS) and OLS will yield unbiased estimates of all regression coefficients. Let’s examine the mean and variance characteristics of the