You may as well consider heading in the opposite route: Recognize the 'outliers' & see how they differ from the rest of your data. Taking a look at the residuals vs fitted plot, I see that a great deal of the 'outliers' have predicted values in the center. W/o realizing much more regarding your information, I can not say what that means. $endgroup$

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