Check out the two posts by Galit Shmueli over at Bzst on hypothesis tests: one on the value of p-values and another on one-sided tests.
She says “Shockingly enough, people seem to really want to use p-values, even if they don’t understand them.” That mirrors my experience too. Confidence intervals are much more useful because they provide a measure of the size of an effect, rather than testing if it is equal to some prespecified value.
Related Posts:
- Why I don’t like statistical tests
- Happy World Statistics Day!
- Statistical tests for variable selection
- How to avoid annoying a referee
- Why every statistician should know about cross-validation

Rob J Hyndman