Answer
This means that the residual plots show no discernible pattern and, according to the boxblot of the residuals, there are no outliers. Also, the normal probability plot of the residuals indicates that the residuals are normally distributed.
Then, the slope coefficients were tested and it was concluded that there is a linear relation between all the explanatory variables with the response variable.
Work Step by Step
Given above.