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It's also possible to attempt heading in the other path: Establish the 'outliers' & see how they vary from the remainder of your info. Considering the residuals vs fitted plot, I see that loads of the 'outliers' have predicted values in the center. W/o realizing much more about your info, I can not say what Meaning. $endgroup$The qqplot functionali