Answer
The residual plot (item (c)) shows a U-shapped pattern. If a pattern emerges in the residual plot, then a linear model is not appropriate.
We can conclude that the graphical analysis is also required in order to claim that a linear model is appropriate.
Work Step by Step
Given above.