Proxies versus omitted variables in regression analysis Original Research Article

When some variables to be used in a regression analysis contain measurement error, the OLS estimator will be inconsistent. When these variables are left out, OLS will also be inconsistent. In an appropriate metric the first type of inconsistency is smaller than the second type.