Detection of Outliers in a Linear Model

A new method of testing outliers in a class of linear model Y=Xβ+e is brought forth. In the two cases of the known and unknown error variance, two test statistics are supplied respectively. The detailed steps for testing outliers in the linear model and the testing rejection range are both presented and the testing power of such a method proves to be effective.