Effectiveness

Mm... indeed "statistically correct" often doesn't work as well... though in my view in all of those cases, there's probably a way to get the same gains without compromising statistical correctness. It's just a matter of finding out precisely why the "statistically incorrect" version worked better, which can be quite non-trivial.