Multiple Regression: Predicting One Variable From Many

As pointed out in Chapter 1 , multiple regression is a technique used to predict scores on a single outcome variable Y on the basis of scores on several predictor variables, the X_iS. To keep things as concrete as possible for a while (there will be plenty of time for abstract math later), let us consider the hypothetical data in Data Set 1.