If we have a large number of independent variables and a dependent variable, the conventional methods for determining multiple regression constants are very laborious. An iteration method is presented which is more rapid than any with which the writer is familiar. The method selects in sequence those variables which together yield the largest multiple correlation with the criterion. At each step in the procedure, rapid estimates of the regression weights and the multiple correlation at that point are available.