Are there any independent variables you would consider removing from the model? What criteria are you using to evaluate them? Describe the analyses you would perform to determine whether to remove or keep a variable in the model. What evidence would you be looking for and how would that influence your decision? Make sure your response addresses both the analytical and managerial perspectives.