Remember to pay attention to the p-value for the overall F. When removing variables from a regression, it is extremely important to remove them one at a time, since p-values can change dramatically when a variable is removed. Later, we"ll discuss a method called "backward" elimination for determining which variables to include in your final model. What about the coefficients?