Difficulties will arise if the prediction equation including both variables is used to make a prediction for ... But there is a useful procedure, known as stepwise regression, which can aid you in the ...

The former adds variables to the model, while the latter removes variables from the model. Stepwise regression analysis is requested by specifying the SELECTION=STEPWISE option in the MODEL statement.