Have appropriate interaction plots and explain whether the interaction is significant or

Have appropriate interaction plots and explain whether the interaction is significant or not. Develop the final regression model and have relevant contour plot from your final model. Analyze the residual to check whether there are any potential concerns about the validity of the assumptions. – Original