Describe the pattern of residuals in each plot. Is there any evidence that the linear regression assumptions may be violated? Explain briefly. Solution From the plots we can observe that there is a randomnes in the residuals which indicates that there is a decent fit of data Suppose if there is any non random behaviour of residuals we can say that the fit is non linear but here there is no such abnormality which indicates that the fit is good.