To check for non-linearity and heteroscedasticity. Normal Q-Q: To ensure residuals are normally distributed.
To verify constant variance across the range of data. Linear Models with R
Wrapping variables in log() or sqrt() directly within the model call. Beyond the Fit: Diagnostics and Validation To check for non-linearity and heteroscedasticity