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The residuals of a model are the actual values minus the predicted values. Many statistical models make assumptions about the error, which is estimated by the residuals.

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Continuous, bounded response with decreasing trend in residuals for lme

fit by REML. t-tests use Satterthwaite's method ['lmerModLmerTest'] Formula: diurnality ~ fate + Code + season + (1 | name/year) Data: diurnalitydata REML criterion at convergence: 48671.3 Scaled residuals … I know that the bounds in my residuals are because the response is bounded, but I still don't quite understand why it's decreasing or what to do about it. …