Residual plots are graphical representations that show the residuals on the vertical axis and the fitted values or independent variable on the horizontal axis. These plots help assess the goodness of fit of a regression model by identifying patterns in the residuals, which can indicate whether the assumptions of linearity and homoscedasticity are met in simple linear regression.
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