Graphical methods to verify proporties

• Histogram: To check the symmetry and location of the distribution of residuals without any assumption.

• Quantile-quantile plot: To check whether the residuals follow a concrete distribution.

Source: https://rpubs.com/stevenlsenior/normal_residuals_with_code