The adjusted r-squared is helpful for multiple regression and corrects for erroneous regression, giving you a more accurate ...

This is an expository paper, pointing out explicitly the pseudoness of the "F-statistic" used in stepwise procedures for determining the independent variables to be used in a linear prediction ...