Bounds on the Significance Attained by the Best-fitting Regressor Variable

SUMMARY In stepwise regression the p-value measuring the significance of the best-fitting independent variable to be entered at an arbitrary step is considered. Upper and lower Bonferroni bounds may be computed for this value using the simple algorithm presented below.