Residual plots are graphical representations that show the residuals on the vertical axis and the predicted values or independent variable(s) on the horizontal axis. They are essential for diagnosing the fit of a regression model, helping to identify patterns or trends that may indicate issues like non-linearity or heteroscedasticity in the data.
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