This post by me originally appeared on AEA365. Hot Tip: Abandon the 95% rule.  In statistics classes, they teach you to reject the null hypothesis (of no difference) if there is less than a 5% chance that the hypothesis is true.  It makes sense to provide students working on text book examples...