I am currently building my model and I have chosen to use a step-wise backwards elimination method. I have many categorical variables and am using the "CLASS" statement in SAS within my regression model. How do I determine if a categorical variable should stay in? Is it based on the TYPE III Analysis of Effects p-value? or is it based on the P for trend value?