Abstract
The mixed regression estimator involves combining prior information with the sample data, for which there is a standard test for their compatibility. We show that this test is equivalent to a test for outliers applied to the observations corresponding to the prior information. For a single outlier, this test statistic can be used to obtain a robust regression estimator.