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It's also possible to try out heading in another direction: Recognize the 'outliers' & see how they differ from the rest of your information. Looking at the residuals vs equipped plot, I see that many the 'outliers' have predicted values in the middle. W/o recognizing additional about your facts, I can not say what Meaning. $endgroup$The qqplot fun