Measurement Errors, Linear Regression, Variance, Correlation.
models, if the error prone variable does not vary with time, one can simply difference it out of the model. One may identify one or more instrumental variables (IV) for the error-prone endogenous variable, replace the error-prone variable with the IVs and estimate the resulting model consistently